{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os \n",
    "import os \n",
    "\n",
    "os.chdir('/home/DISCOVER_summer2022/xusc/exp/TearingNet')\n",
    "\n",
    "from os.path import  join,split, exists, isdir"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import pickle\n",
    "\n",
    "\n",
    "def load_pkl(dataset_path = \"/home/DISCOVER_summer2022/xusc/exp/TearingNet/dataset/kittimulobj/kitti_mulobj_param_test_5x5_2048.pkl\"):\n",
    "    # 指定数据集文件路径\n",
    "    \n",
    "    # dataset_path = \"/home/DISCOVER_summer2022/xusc/exp/TearingNet/dataset/kittimulobj/kitti_mulobj_param_train_5x5_2048.pkl\"\n",
    "\n",
    "    # 加载数据集\n",
    "    with open(dataset_path, \"rb\") as f:\n",
    "        dataset = pickle.load(f)\n",
    "    return dataset\n",
    "\n",
    "dataset = load_pkl()\n",
    "kitti_db= load_pkl('/home/DISCOVER_summer2022/xusc/exp/TearingNet/dataset/kittimulobj/kitti_dbinfos_object.pkl')\n",
    "\n",
    "# 现在，您可以使用 dataset 变量访问加载的数据集\n",
    "# 进行进一步的处理或分析\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "name Pedestrian\n",
      "path kitti_single/0_0_Pedestrian.bin\n",
      "image_idx 000000\n",
      "gt_idx 0\n",
      "box3d_lidar [ 8.73138142 -1.85591745 -1.59969938  0.48        1.2         1.89\n",
      "  0.01      ]\n",
      "num_points_in_gt 377\n",
      "difficulty 0\n",
      "bbox [712.4  143.   810.73 307.92]\n",
      "score -1.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "name Car\n",
      "path kitti_single/1_0_Car.bin\n",
      "image_idx 000003\n",
      "gt_idx 0\n",
      "box3d_lidar [13.51070309 -0.98177999 -1.69448984  1.73        4.15        1.57\n",
      "  1.62      ]\n",
      "num_points_in_gt 674\n",
      "difficulty 0\n",
      "bbox [614.24 181.78 727.31 284.77]\n",
      "score -1.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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f6dP4T5yg9wc/wPzzP0d3uUi1tODdvJnMpZcy7vfT0NVVuiVhDVIq4loKezq0TTls4VrjGIaBpmmFxe1KnlzLUSiHP3QIx403QiyGvm0bI7ffTiKZpKOjA5/Pt+j7K4mazPyBL/o71tOzoij2TQagsRH9+uvRr7/+7GuxWMEFRBwbwz8ygn9oiO6nn8b85CfRHQ4yLS1kL7wQ7cYbUV7/epTW1vP3GRZhJd9bi6WmQ5cTsvU8CcCmNLZwrVGKe7Os9JBVRm0tdFeLIAh0PvEEjr/5GzBNcnfcwUBvL5Kq0t/fX9N+o3LFGaZpEgqFiEQimKaJLMt4PB48Hg9ut7u2x1AhazGFCUB9PfqePeh79hReio2MIB48SHBqCnF0FO/4ON7hYYTvfx/zwx/GUBTU1lb0Cy+EW27BuOceWANitpyIaymqETJ7OvTLC1u41iDzCzBKXaBVYxjUP/ggLd/5DjidRO6/nzFRpMHvp6mpqeKn4Yr3XaIBWdM0hoaGMAyD3t5eRFEkm80W3NrHx8dxOBxzhMy+yczF9HpJ7NyJv7397IuZDNKhQ3D0KMLICI6JCQRLzP77f8eUZYy2NswdO9Cvuw717ruht/ecHnctIq6lWErIwJ4O/XLBFq41xmK9WdYFZhhGdU2sk5Mo11yDODREOhgk9Lu/SyKXo7OjA6/XW/FmKm1gnj3IOf+p6zpTU1P4/f7CnCzDMAoiZf1OKpUinU4TCoVQVbUwksT655WeViz54OByob/qVfCqV519LZfDOHgQ4fBhpNFRpIkJpOFhlCefxPVHf4QpSRitrZjbt6Ndcw3aa1+LuXnzqh73uRaIpaZDgy1k6xVbuNYIlfRmFQtXpQhPPYXy+tdDLkfm8ss5sXMnHkFYVmqwKtGYPUbTNJmamiKbzVJfX0/7bKRQ6gYsSRJ+v79Qgq+qakHIYrEYhmHgdrsLYueYnbdlUwKHA3HXLti1CwPQTRM1nUY/fBjp6FGU0VEcU1NITz+N/PTT8D//J6YkYTY1YWzdirZnD/prXoMxO7F6pZyLiGsp7OnQLx9s4VoDVNqbZb1WqXBJ/+//i/S//zdIErE3vIHh+nowTXp6epZ1nNUKl6ZpBbcIK2KqBkVRqK+vp76+HtM0yeVypNNpUqkU4XC4MCTSSiu+Ego9llsOLwgCDo8HLr0ULr0U0zRJ5HKkEwmM48dxnDiBZ3ISZzSK9LOfIf/sZ/C//ld+4nRjI8bmzehXXYV2550Yl19+tnq0iuNea5FMJbPIrAdKv99vT4deQ9jCdZ6xRkRU4oBhPS0uKVyZDMqrX434m99g1NUx8oY3kJBlOlpbGRkZWdHxVrrGZWgap0+fxufz0dXVxejo6IqKIARBwOl04nQ6CQQCBSPXZDJJPB5ncnJyTRR6rBeKzyeNjZhXXkk2myWWTpNKJGBwkPozZ/CFQijRKNKvf438zDM4P/3pvJgFAhgbN6JfeSXa7bdjXHttWTGzUnRrTbjmU0rIYrEYL774IldddZU9HXoNYV/Z5wnrSc6qGqyJbRPASy/huPlmiMVQt27l5HXX4XC56J8dW2/te7lP7RWJjyCQS6dpbm6eM6+rltV7giDgcrlwuVyFbRdHY7lc7mVZ6LFaFZDF57OhoQGzq4tMJsP0bKo2nU7jjUZpGB7GMz6OEg4jPf888nPP4fzsZzHJu4CYGzagX3op2m23od90U348zOwxr7cbfPEcO0VR7OnQawhbuM4DK7VtKidc4t//PfL73gemSfyWWzjT10djMEhjYyNwNsW4Wu4Luq4zOjpKH+ByOHAUida5qCizRKqpqWnRQg+Px4PL5Vq3N5hzcdxWGtZK7xYeDDZsYCqVIpPJ4HA4qEulqBscxDk8jBgKIR44gLRvH44vfCHfz+fzoff2cnF7O85IBPOuu2D2YWM9UFwIVRyR2UM1zy+2cJ1DSvVmVfulLtkEbBjI99+P+M1vgtPJyL33Eq+ro7uzs6Zj5heLuNLpNCMjI2um8m+xQo+xsTFM08TlcqFpWsEnby0c91ql+MGgsbERwzAKEe6wx0Nu48ZChOvLZvGeOoU06wIiHTlC78GDCD/8YV7MPB6Mnh6MSy5Bu+kmtDvvhLq68/0RS2JV986n2GMRbCE719jCdY4wTZNUKsXIyAjd3d3LtqVZEHGNj+dd3c+cQW9r4/idd+L0+ehvb19QMl9c3LHcBuZSwhUOh5mamqJ51hwWWFsTkClf6BEOh4nFYiQSiTkVi6s9xXglrIUbnyiKeL3eQjuFpmmFlOKkrpNrb8fV31+o/pw6eZKN6TTSyZMIY2OIJ04gHjmC8rWv5cXM5cLo6sK46CK0G25Ae81roKnpvH5GqPxaWUzI7OnQtccWrnOAFWWlUimOHj1K7wqaP4uFS/j+91He+EbI5UhceimDu3bNFY951PoCMQyD0dFRMpkM3d3dZ6M7QShpsrtWKC5MSKfTOJ1OPB7Puij0WKsuH7Isz4lwNU0jlUqRSqWIxWLoXi9DTU24t2w5m6pNJpEOH0Y8cSLvoj84iHjiBMp//ifme9+bXx/r6EC/8EL0G2/MN04XN16fA6rumZylWMhKTYcuFrJiw2Db+b4y1sbV+DKlODVoGAayLGMYxorSUpZwSR/+MNJf/zVIEuN33cVMdzc9HR2FYoWljms5FEdNmUyGkZERnE4n/f39cy9uQSjpVbhWb7qv1EKP1USWZerq6qirqyOXyzE4OIjf7y8IWaEnb9Mm3Dt34nQ689dEJoN4+HB+6vTICMLoKPLAAMr3vofzgx8ERcGctbTSr7kG9XWvg76+Vfsc5VKF1VJuhMv8oZr2dOjKsIVrlShVgGE9ta9EuCRNo+U1r0E+cAC9ro6Tr30tjsZG+trbK05pVNPAPP+9pmkSiUQIhUI0NTURDAZL/eKSJrtrmfmFHsVpsPNd6LFWxX8xrKrZxXrygLM9eRdcgOOSS86eU1VFPHoU8dgxxOFhhFAI+fvfR/n+93F95CP5xumWFoxt29Cuvhr97rsxtm+vybEvN+JaikqFzIrEjh8/Tnt7Oy0tLTU/lvWILVyrQDnbJktYlv0Ud+AAV//O7yAlk6Q3beLUddfR0tY2p+R8KVZygzVNk2QyiWEYc1ODpX95wX7X4k23kvMxPw1WqtCjWMhW09FjvRaRFB9zuZ68dDpNMplkamoKURTnNpdfeCHGjh1nN6hpedf8I0cQz5zJT5z+8Y+Rf/xj+PM/xxTFvAvIli3oe/ag3XUXxsUXV904XauIaynKCZk1Hfrhhx/m4Ycf5m1ve9uqH8t6wBauGrJUb9ZyLJsK7/27v0P+wz8E02Ty6quJ7txJb2dn1fOYlnvTy2azzMzMIIoifX19i6/5lFnjWovCBdVHMdU4eqxGocd6E66lzu+CHrLZqCOVSs1Zcyw+p7IsY2zdirF169kNGQbC6dOIR44gDQ7mxewXv0D+xS9wfvKT+cbpYDDvAnLllWh33IFx1VWLitlqRVxLMV/IksnkoiOHXmnYwlUjKunNqtayafaXkX/3dxH/7//FdDo5eccdCJ2d9HV3L7sysFrhjEajTE5O4nQ6cTgcSxcqVJAqXG8333LYjh5LU22UWK6HzPKsnJiYQFGUwvksnFNRxNy4EX3jxrNDOg0DYXgY8dChvJiFQkh79yL/+tc4H3ss3zg96wJiXH456u23Y1x3Hcz+jZZbgVtLrEyHFfHb2MJVE6woaynbpootmyyKSt1zLS2cuPNOZLeb+rq6c3IxGYbBxMQEiUSCrq4uUqlUwYx0UdZ4VeFqci4KPdbbuVyp3dNiPWTF57Q4tViIkkQRs6cHvadn7sTpsbH8kM6BAYTJSaQXXkB+/nkcn/98vjzf78fo76dr40bi112XHwPjcKzgLKwMO+Kaiy1cK8Ca9aNpGlCZA0alwiU8+STKm94EuRyRiy5ics8eejo7mZqaWlHKrdIpxtlslpGRESRJKjjJp1KpynayzqoKV5NaF3q8Es/hfBbrIZueniaXyxVaHCwhW3BO29vR29vnilkolBez06cRJiYQDx6k5cABWr75TcxHHwWvF6O3F33XLvRbbkG74w6YHcmz2iSTyapGEL3csYVrmRSXucPcnPRiSJJUSCeW/Z2iUvehW29F3LGD/tbWQsS20pvXUu+fmZlhfHychoaGOUMmq/EqFJb4vVfqDXgtFXqcK5ZbxVoppXrIrIhsYmJiznSCRee6NTej33AD+g03FF6aOHqUwJkz+EZHEcbH89WNhw7h+MpX8pGZ243R3Y1x8cV5F5C77oIqiqUqwUoV2hHXWWzhqpL5vVnV9lksGnFlMig33YT429+i+Xwcf+1rad24cUFue6Uu6+Xeb5om4+PjJBIJOjs7FzzhVSNcpVKFSwn2K5FShR6WkJUq9FiPgn+uneEXeziweshcLlfhnBZ6yEqg+/2kL7sMZ7EYxeNIhw7lG6fHxhBPnUI8dgzlP/4jL2ZOJ2ZXF/rOnXkXkLvvhubmZX+eVCqFaZr2GlcRtnBVwUrMcS3KCteBAzhuuQVmZkj09zN22230dncvqEhbSR+W9f5SN79cLsfIyAiiKC5ryOS8nbxi17hWQnGhR7nqOqtB1VrTWS+FHufz7z//4aBYyCKRCEDZKLdkcYbfj37llehXXnn2tXQ6L2bHjyOMjiIMDSGfPInyrW9h/uEf5hun29vRd+xAv/561Ne8Brq7Kzp+K0VvpwrPsj6+9WsAwzAYHx9H0zRaWlpW7Hwx57XPfx75/e8H02Rs927Mq6+mt7m55D5W+uRaapvxeJyxsTECgQDNZfZrvbeiJ35RhNl1v1JYLvKqquLxePB6vWvGnHctUaq6zpqnFg6HSaZzxA2FtoCHpnrvmnX0WO1UYTUIgoDD4cDhcBSqQMtFuW63G13XK/teut3ol16KfumlZ1/LZvN9ZseP5xunJyaQh4ZQnngC54c+RGJkBCqIohKJBJIkVeSK80rBFq4lsHqzNE1jamqKXC5Ha2vrsrc3R7gMA/m++xC//W1Mh4NTd91FcMeOJVMCK00XFY83CYVCRKNR2tvbl9xvpcJiCgLCvJuV9V7LRd7q2Umn03PWISpJ37yc0QyTREaj3r1wZLzlpGCdu72nwxweizOeyXBRNjlnLWetjW5Zi4IKpaPcbDZLKpUikUiQy+WYnJwkmUwWzmvFfXlOJ8bFF+cbnwEMA8dnPoMwPo4AUGF/mFWYsVbP4fnAFq5FmJ8alGW5YMeyXArCNT6Ocs01iMPDpJuaGLn3XjorSNGJolhZSfoi77eqIUdGRjBNk/7+/oovxoojrhJks1nOnDlDU1MTgUAAwzCoq6srm76xRGy13drX0rrR80MxhiNptrb62NGx+IOES5HQTEjoEi0dHThEc46x7fxCDySZZ05H0Q24ekMAl3JuGmvX0vldiuJ2hmAwyMDAAPX19RiGsbK+PE3D8dhjiFNTGB4PQipVcUViIpGwCzPmYQtXGUr1ZkmStOK0hyiKOJ5+Gse73w25HKEdO8jdfjs9i6ToilnpE7QgCGQyGUKhEH6/n9bZasVK37uc4gzDMJiZmSGXy9Hd3Y3H45lzHkulb0o18VopRY/Hc17cDM4FaVUnq5tk1NKFLImcQco0CARMeoIeXhyNk9NMjoWS7OyoW7TQI5KFgYiIIIiMNzroazo3i/3r1aYKKIi/laazLJhSqRSRSITx8fHyPWQWuRyOT38aIRpFu+wyhJkZhGPHKj6GVCqVf/CwKWAL1zyKe7Pm2zaJorjiyrj+z36Wjq99rVDqXr97N4EqFl1XUpxh3cySySTt7e3UVTm8bznClcvlGB4exjTNwlOqta3F9lPcxDu/4XR8fByn01kQspfT+thlPfWEEjna6/JWXrppEk2p1LsVsqrOs2M5EDScHi8d9U62tvo4E05zbCJJIqtzzYaGQmvG/BRYIpUmLUbJZHNkwuOcjk+dE0eP9S5c823bir/Huq4XvpuleshchoHrsccQEgm0a65Bv+suHH/7t1V5JlqpwvV6DlcDW7iKMAwDTdPKVg2uKOJKpVBuvpnOF14g5/Uy8qY30bZ58zmrCrNSg5qm0dDQULVoQRXRniiCac4p+qiqgXnB5hY2nBanxAojMmZvFuu598nrkPAGzwrx/uEZDo8naPIqXNU/d86aKAhc3hvAKYu8NBonnSv/UCUIAn6vh2u35W+4VuSQTCZXfXTLehYuwzAWPXZJkvD5fIVUXnEz9NTAABv+/d8Rsllm9uxBv/FG3KYJqlrx+hbYqcJS2MLF3N4s6yIrV9G3rIhr//58qXs8Tqy3l6m77qJnmTOEltOAnEwmGR0dxefzFeb8LJdKIy7TMBgbGysUfVjrVrWgeNbT/JTY9PT0nKdiy5B1PaDqJr8+HSaUUOlvcrOzvY5UVmM6mSOW1uhr8nBpq4LsdNNZf9ZceVurD79LJuitXLDnRw5zJhhPTta80GM9Cpfl0F7NsRd6yAwD57//O2SzJG6+mciOHaTGxzEMg83pNIogEIvF8Pv9Sz4gpFIpuxR+Huvjil5F5hdgLOaAsZyIS/w//wf5Ax8A02T86qtJv+pVeBYbB1LhMVfK1NQU4XCYlpYWAoFAwZ1hOVSSKtQ0DUPTUEyTvr4+HLP+bqvlDl8qJTbfkNVag7BSi2u1OiuZ0xiP5xiJpDkTTaPqJhd31TMcy2IY4JBEHA4Bn3duxaFDFulvXNkaSLmm3XKFHtVEteupOKMUVYvu1BTOxx8HVUW95x6UK6+kjbP3GskwMGSZAwcOYBgGgUCAhoYGGhoa8Pl8C/aXSCRs4ZrHK1q4ys3NKkdVEZdhIL/pTYjf/S6Gw8Ho7/wOTRddhD49vaICj0q9DjVNY2xsDFVV6e3trXr8SSmWEp9UKsXo6CgbRREBCqJ1LplvyKrreiEam+8NeL5uBlnN4GQoidcp09PgIpXT+fXpKJIo0FHvZDyWRdUNIskcfpfMPRe1klYNAm6ZkZHwOTnGah09rKrP4UiGE1NJtrR46ag/u0a5HiMu6zqr6kFnbAzn5z4HmoZ6331nS+E5W4QkGQam08k111xDMpkkEokQiUQ4ffo0giAURKy+vh6v11tTu6dwOMx73vMevvOd7yCKIq9//et57LHHym4/HA7zp3/6p/zgBz9gaGiI5uZm7rnnHj72sY9RX18/57PN51//9V+57777anLc83lFCldxb1Y1tk0VR1xjY/lS95ERUk1NzLztbbTN9n6tNPKo5DgtAXG73fT19c258Kpyp6+CcDjM1NQULS0tyDUQyVohSVLZSCIajWIYRv5mIkmFG/Bq32RHYhleGk3gdUo0+xQGwmleGo+j6yZBr4MtLR4EQWDnbDm8S5HmlK6faxGoxNHDqvp8diTHWFwjq+oF4YK128e1GNZ1WnHV7dBQvvDCNFHf+tbyU5g1DTz5v7G1Ptbd3Y1hGCQSCcLhMKFQiK9//et8+tOfZuOs7dupU6fo7+9f0d///vvvZ2xsjKeeegpVVXnggQd46KGH+OpXv1ry90dHRxkdHeVTn/oUF1xwAYODgzz88MOMjo7y9a9/fc7v/uM//iO333574b+rGXBbLa844VqJbVMlEZfwxBMo/+2/gaoyvXMnyhveQGNRanClfVhLVRVOT08zPT1dSA2Wev9K9j0fY3YtK51On52KXOImtVYGSc6PJMbGxgo3jFAodE5mZzW4FQIeiURG5+cnwgS9DpySSBYDSYCWOie7uuqX3tB5Yr6jR3GhR7OikhB1/GaKUCiE1+s9b8MYV0qxgfZSCCdO4PjiF0EQyL3znZgbN5b/ZV2HEg93oigW1m77+vrYtm0bW7du5fOf/zzHjh1j69atdHZ2ctNNN/G3f/u3Vfc2Hj58mCeffJLf/OY3XHbZZQB85jOf4c477+RTn/oUHR0dC96zY8cOvvGNbxT+e+PGjfzFX/wFb37zm9E0bc71EQgEaGtrq+qYlssrSrgMwyCXyy3LHBeWjrikD34Q6W/+BlMUmbj7bhr27FlwwdaiD6uUAOi6ztjYGNlslp6enkXtYVayxlX8+a3RJ4qi0N/fP2cG0nqYgGz15jmdThobG8vOzvJ6veXHY1SBYZpMJXLkdJNERmc4lkHTTXqDbm6/oBlVN/G7ZJp8i6dY11rarbjQo7m5md1FhR6WK4p1g1trjh6LUak5sHj4MMo//zOIItmHHoKensXfYBiYFdg3ud1u7rjjDr7xjW9w/fXX88EPfpBf/OIXvPDCC8tqyH/mmWcIBAIF0QK45ZZbEEWRvXv3cu+991a0nVgsRl1d3YKHune/+938/u//Phs2bODhhx/mgQceWLW/8ytCuKwbUiwWo76+flmiBWcjrgWVRqkUyo03Iu7fT87rJfbAAzSV+fLWwiR3PsU2Sv39/YtebCvdv4U1+iQYDNLU1DT3h2UirrVOudlZ1ngMXddxuVwFIaumQCGrGXznxQlCiRweRSKn6QiA1ymxodlDX4XFFdWIv26aHBiZIaeZXNJVh1M+N+m6+YUeo6OjCIJALpdbcaHHuaSSikLxhRdQ/v3fQZbJvutd0N6+9IYNA6oo0LL6uLxeL7fddhu33XZbxe8tZnx8nJaWljmvybJMMBhkfHy8om1MTU3xsY99jIceemjO6x/96Ee56aab8Hg8/OAHP+Bd73oXiUSC9773vcs61qV42QuXlRoMh8McPnyYa6+9dtkXiRVRzPlCF5W6z/T3I7ztbQQW6XKvxRpXsfBYa0tNTU0Eg8GK3r/SqsKJiQlmZmZKjj4BSkZc65HiG3CxLZUVkRUXKHi93kXTis8N5q2cNMNE0w1a/E6u6fSzudmHLK3OTTuaVDkZSqEZJu31TnoaVlbNulys87SUqe25sPeqhiV7uPbuRf7Wt0BRyL7vfdDYWOmGMasQrlQqtWhxxoc//GE+8YlPLLqNw4cPV7y/cszMzHDXXXdxwQUX8Gd/9mdzfvaRj3yk8O+7du0imUzyl3/5l7ZwVcv83ixZlit3ei6DJVxWFaL42c8if/CDAEzfeCP+225bMrVQC+GyPtuCtaUK379cdF0vOAX09fWVv8GUOQdrLVVYDaVsqeYXKBRb/3hmF98BJuI5nhuKouomPpdMg0ehvc7JttaFpc9LUc05rPco9AbdqLpJyxLpx9Wk+JirKfSworLz2YdX7nqWfvYz5P/6L3A6yT76KNRXsSZpmlVNTl5q+vEHPvAB3v72ty+6jQ0bNtDW1sbk5OSc1zVNIxwOL7k2FY/Huf322/H7/Xzzm99c8uHiyiuv5GMf+xjZbLYmFc3zeVkKV7FtE+QvFku4VoL1JTY0Dfm//TfEJ55AdziIvfWt1G/ZUvE2ajFPa2BgYOHaUoXvX87+k8lkYaRGb2/v4jfcNVycUStKFShY0dj09DQHB8Y4GpNo9Dpwu2Q0w0QQBV7VVUdHwEXAna9e1E2TU6EUoiCwoWnpNbSl0lcZVSecUmnyOnHIeWeN881ikUup81hqndGKal0u1zmrUCz3oCs99RTyj34EHk9etJZRqm5W8Z6lyuGbm5tprmBQ5e7du4lGozz//PNcOjt+5Uc/+hGGYXBl8WyxeczMzHDbbbfhdDr59re/XdF4lX379tHQ0LAqogUvQ+Eqnk4MZ8WmFj6DgiDgDIfxbt+OND5OurkZ/eGHqatiMulKc/nxeBzDMKivr6ex0tTECrEqFRsbG5mamlr6M6yjiKtWayuiKBZKmzXD5MSxEFOZBOFMlo11WQIK1LlENtRBvVdCmS1vD8VzHBiZyVsyuWRa/EtHRosd8/NDM4zOZNjc7OGSNVSZWE3l7nx7r+J1xnM9umW+SMrf/S7SL38Jfj/Z978fqp2RpWkIVC5cpmmSTCZrMv14+/bt3H777Tz44IN8/vOfR1VVHnnkEe67775CReHIyAg333wzX/7yl7niiiuYmZnh1ltvJZVK8S//8i/MzMwwMzMD5AVTkiS+853vMDExwVVXXYXL5eKpp57i4x//OB+czUatBi8b4SpODZaqGpQkqfA7y31iE7/3PW596CEETSP2qlfhetObkKvc1nIjHmuQZTKZBFi2aFVjGWVVKuZyOXp7exFFkVAoVMlOFry0FhffV4N4VuP7h0JMJ3JIooBDlsjKCs31ApsaJLLpJEORaSRJylcpKi78Tinfb+Zcecm4LApIglD193I1qdY2yTRNBsJpHJJIZ8C1ao4eSzE/UpS//nWk55/HDATIPfooLKfBfvb6rWSApEUtLZ++8pWv8Mgjj3DzzTcXGpAff/zxws9VVeXo0aMFX9Hf/va37N27F4BNmzbN2dbp06cLSwaf/exnefTRRzFNk02bNvFXf/VXPPjggzU55lK8LISrkt4sK522XOGS3v9+pM99DlMUibzhDfivuGJZx7qclJlVdi7LMt3d3QwMDCxr3xaV7D+TyTAyMoLT6Sw0MVup1yW3L0m8MmQqT04zEQWIZVQOjsYZDKcB2NDoobXOyUg0w1g8h46TGze30umWC+XiyeQMvXIWh8NBImZgVjANerGf7equZ2OzhwZv7QocdNNkOJIh6FHwu6q/ZVQrXIPhND8+Oo0kCbxmRwuN3rMCsVxHj+VQfNzKV7+K9OKLGM3N5N77XljuutusIBhVmFzX0jkjGAyWbTYG6Ovrm3N/uOGGG5a8X9x+++1zGo/PBeteuCq1bSourKhqsTeVQrr+euQXX0T1+Tj1utfRXuF6VimqFS7Lb88qO7fEebmO25XsPxqNMjk5SWNj4/Iiu1dQxDWdzPHU4Sl00wTTJKMZ+UhLEtna6iWZ0+kMuBAF8DpEZElYYEulleh7Wu40aIcsLNkHVi0HRmZ4fjCG3yXz+l3tyGL1BSXV/P2dsoQsCUiigCIt3tqxmoUeVh+X8sUvIh0/jtHRQe7d765qJMmCY7YmJFToKmEYRk2F6+XCuhUuy7bJqhpcqjfL+nlV61wvvIByyy0IySTJzZtR3vEOGBxcsddgJcJlmibj4+MkEok5ZefWZ1wN4SreZ1dXV9nhdUvue9arENPMz+Yqet/LCdM0GZhKEU2riAIokojHIdMVcFHvVohnNE5Np+kNurnjwmZAwONYmA4sV3Zfahr0ath1zSeSUjk4Fqcz4KK/0YOIwEpD6Gq+q+31Tu7e2YosClVFeLUu9DA0jbb/+A+k0VGMvj5yDz64ItGCs8JlVhhxWSm7WqxxvZxYl8K1XNsmSZIqFi7hM59B+R//A4DkHXfgvPHG/Os17sMqRS6XY2RkBFEU6e/vn/OUaH3O5aY8y50nVVUZHh4uuU8La3+VCBeQt7aZ3c788xaJRIjH48uKKtYC+4Zj7B+Jo+oGogAXdvjpCrjwOmQavQonQ0lOTaVo9in0BN14HJVdaqXK7ounQWuaxvj4OD6fr2bToHXTRNPNQoPyiyMz7B+Z4fRUir6gm52dfoJehYBHqTraApYltg2elac6V1ToYRg0/8u/4JicRN+6FXWJcvNKKQhXQ8MSv5nHWtO23eHnsu6Ey4qylmPbVJFwGQbCPfeg/OAHGA4H2f/n/8HZ3V348XLmYRWzlPAVD19sbm5e8PlqcXOfv/9EIsHo6GjZfVaNdSPVtAVrAcVRXSAQIJvNEolEqmrmPV+YpklWMxibyXJwNM5MWkUUBYIeBx31LgwTnLKIqpscmUhyJpqhvd5Ji2/5JcGCMHca9OnTpwkEAoX+m5VOg9Z0k2+/OEE8q3Hz1ia6Ai7a690MhNN0zw60FIDuFTYvrwWT3YpHtygKLV/6EtL0NKmtWxFrJFoApPPrn9UIl6Ioq1ZWvl5Ze3eHMszvzVqu1+CiwjUygrRnD/LEBNm2NoRHHkGZVzm0UsukcsJnmiaTk5PEYrHC8MXFWO4xzO8jC4VCRCKRivZZnKZcYif5/y8q5rAEe3BwEEEQ6Ovry98UZ18vjiqsZl5LxFbqEVgLTNPkh0enORNOY8x+/v4mD9ta/TR4ZEaiGU6EUnQGXFzZF6DZ72A6paKIIoZpALUzmXW73QUhq3YadE4zODyeIDDbnJxWdaIplYxmMJXI0RVwsbnFQ3+Tm1oZeqzVFHHJQo9olKa//3vEeJzwli2EbryRQCxWO0ePTCb//xWuHVuzuM7393+tsS6Ea35vlnXDq5bFmn/Nb30Lx5vfjKBppPfsQb7nnrLbqMWFWJxuU1W10Nzb39+/5AVSi2NYybyu5QhXJpNB13Xq6uoKfmnFwzuLowrLnWN+Smc5HoG1YCajsX84xsB0ipxm4FRE/E6ZK3sbaJ7tuwonVepcEvXu/CV1eW+Angb3gpEkK2X+uS81Dbp4Xae4EMTj8XBwLMkzp6O4FYn/dmkbfpfMq3rqmE5qbGk5m45aTkpwsWNe6zdeQRBwmib+L3wBIR5Hu/pqwpdcggQ1dfQQslkAjPn+nmVIJpNl15pfyaxp4bL6rkZGRgiHw2zbtm3Flk2lIi7zPe/B+fd/jylJZN/+duQLLii7jVpEXHD2YrbSdPX19bS0tFT0+VZyDqwClYGBgZLzumqy3+JUIfkGZqtxuXV2Ltli4idJUqGZFyiUPJe7Ga9WWtHqJ/rB4RBp1cDnFLm4q47t7T4mYlleHI2zpTV/sx8Mp2nyOdg6e/MXBYH2+iqbU1dIcZVdIBBA1QzUXIZj4zOEJsJ0OCfI6DKyAG5ZQhbzpfyT8RzJnM5kPFux2W81rAfhIpHA+elPQyqFdvPN6Lfcgjg6isfjIRAI1M7RY1a4qCJVWGoq8iudNStcxQUYuVyOeDy+4j/eAuFKJODaa3EdPoxWV4fxvvchLZEuq8UaF+SjyKmpKaLRaEVpuvnbWK54JhIJdF2npaWlIlPeUiz5+a2eOVVlbGSEdDpNR0cHY2Njy9pfOY9Aq1VgpWnFUp/n+GSS54aiSIJAVjMQBOgPetnZ4cfrkDmaTjKdzDGdUJAlgelkjpm0SoNboXcVbv7FVPL5XhiO8cLQDFtavRybUEmrUNfTxI4mmfZAEi2bZvD0aRSHCzUnIBgii1Ser4g1L1yxWF60slm0O+9Ev/ZaYO5x18rRQ8hmMaHiPrClfApfqaxJ4Zrfm6UoyortmmCucBnPPovj9tsRUyly27cjvO1tCBVGHrUQruHhYQzDoK+vr+oR98upbCx23hBFcdmiVdG+Z4Vr9MwZzPZ2+vv70TStJinW4pLnxsZGdF0vRGMrHT1iMRrN8NSRKdKqToNbYVdXPR0BF05Z5JnTEerdCpubvQS9Cp31LiQRYmmN4WiGk9Np2updqzZCpNw5jKRUphI5eoMeHLLAmXCGmazGWCybb0ZO5gdU+v2eBcUJO6QksUSa7HSa0fTc5t2VCk61U4TPOdPTOB97DFQV9Z57MIo8+xabx1WqhcESskUdPXK5OS0iS5FIJOwerhKsKeGyerM0TZtTNVhNGftiWNtR//Iv8f7JnwCQu+cexD17qtrGSlKFVnmroih0dHSsWhNxMcXOG52dnQwPD1e9z2r2ndU0PIDP5SIwW5FpzTGrNZIkLTl6pDgaWyytaJom39w/zuB0GpN865LbIdETdNEb9HByKkVWM0hkNUQJ+oJusprJ0HSaZp8DRRKocys4VmlMSTl00+SJg5PE0hqv6q7jqv4GruwPEHDLbGrx0lrnRNWMBWtt84sTstksqVSKRCLB1NQUkiSt+jTo88rYGM7PfQ40DfW++zAuvnjOjyu9zotbGOY7elimy6Io4na76Uynq6qwTKVS9hpXCdbMN3Gx3ixZliu2G1oMEWh9xzvwPvMMpsuF9q53IS5j1PRyb8BTU1OFm2lTU9OKnkIrPYb55fW5XG7Z+6yEUCiEmEziAQJFT4rn4om7VA+U5UgRiUQYHx9fMNE4p5sMhLPUZWZwyAInQylM8gMeNzZ58DokvLM9WL1BN6IAp0Ipnj0dxTDBBNKqTrPPwbWbgkjL/JwZVUcWxYpmc5nAr05FiGdUrt4YxOuQZj0KKThNtPqdtPrPFtxISxSIFBfIBIPBmk2Dtr6na6EcvhhhaAjH3/0dGAbqW96CUWJd2zTNZfXIlXL0sL6HZjaLIQj86le/IhgM0tDQQENDQ9msix1xlWZNfJt0XSebzaJpGoIglDTIXWnEpQ0OsvPOO2l45hn0zk70j3wEYRmitZyxJJqmMTQ0xMzMTMGsdiXRRyXvt8rrx8bGaG9vLxR+1Gqsynx0XefMmTPE43EarIqpor/Z+UgVWdFWY2MjPT099Pf3Yzjr2D+W5uDAOCdPnmQknOS5kQw/OjbFT4+HEQSQRHhVVz23bW/myr5gwUJJnu3ZMjBRdYOsqiMJ0OLL93EtV7SmkzmeOR3luaEomr703zWS0nhxZIZjkylOhlIIgsDdO1u5+6JWdnVX7oG3GNa5a2pqore3l/7+foLBILquMzExwcmTJxkeHiYSiZDNZhd1Y7G2t1YQTp7E8fnPg2GQe+c7S4oWLL/lZMH+ir6HCiAqClu2bEGSJAYGBvjFL37Bs88+y/Hjx5menp5zr6uV3VM4HOb++++nrq6OQCDAO9/5ThKJxKLvueGGGwoV3NY/Dz/88JzfGRoa4q677sLj8dDS0sJ//+//vSZBxlKc14iruDdrMdumlQpX5t/+Df873oGg68QuuwzPm9607G1VWxiRSqUYna1O6urqKnzGWqyTlUPTNEZGRkquoa30BlLq2Ocb8spWEUYFX+BzsXCf1QxCiRz1LpmYJjKWFqCujm0dPvbuH0U1QMAESaPeKbK52c2urnwll2V4YZomugkHx+Kkczp9jR6CXgduWaRxhd6AGdUgreqYJmiGgVziKX86kePXA1GUHFzbJdMddBPPaHQH85WLHodU0k6qVlQzDbq452mt9XCJhw+j/PM/gyiSfegh6Okp+7uLrXEtG03DVBSamppomn3Ay+VyhMNhIpEIR48eJZvNEo/H+dWvfkUikah4SOxi3H///YyNjfHUU0+hqioPPPAADz300KKGuwAPPvggH/3oRwv/XZy21HWdu+66i7a2Nn71q18xNjbGW9/6VhRF4eMf//iKj3kxzptwGYaBpmkV2TZZ60rV2hyZpkn693+fwFe+ApLE9BvfSKqri5VkjKsRHWuOVUtLC4EiU81aRD3l3p9KpRgZGcHn89HW1lb2nNZKMKzKvjmGvJbNk2Ew/0ydywoz6+80FE5zIpSk2efA65QQBIGcbvDiWIpQKh9htde5uGGDH13NoGfTnBkcKDhSOFxuTkXyTbo5Lf8d9LvynoS1oK3eCdThUsSyPV8Hx+Icn0yiiALXAHde2FKTfS+HpWypJicnURSlYOW1VhD37UP5t38DWSb7rndBe/uiv78a31VB0zDnzfByOBy0tbXR1tZWSCvu3buXo0ePsnfvXrLZLMPDw9xyyy3cfPPN7Nixo6rjOnz4ME8++SS/+c1vuOyyywD4zGc+w5133smnPvWpwiyuUng8nrLTkX/wgx9w6NAhfvjDH9La2soll1zCxz72MT70oQ/xZ3/2Z1UXnVXDeREu64nNmnez1B+h2Nm9UuFSIxGEa6+l4cQJ9EAA473vRctmMa0+imVSSZpO13VGR0fJ5XL09PQsmBhai4ir1PvD4TBTU1MLhHL+e1eCtW8rFTkzMzPHBBhY0MdVi/1Wy0xG49BYHJ9TJuBWcMkSsYyGzymxqcmDZsKhsTiaaVLvFLnnkjbcigTUzR66Njt2JMlEOMZA1MQQJLY0e9ja7KMlsPKnYAtJEOgsIYJHJhIcGU+wq6uO/iYPQ5EMXjNd0+bgWjC/gbx4GnQ4HAbyVbRWNLbawx9LIe3di/ytb4GikH3f+ypyrlhscvOy0XVYRMyttOKNN97IjTfeyAMPPEBLSwsbNmzg+9//Pp/5zGc4ceJEVbt85plnCAQCBdECuOWWWxBFkb1793LvvfeWfe9XvvIV/uVf/oW2tjbuvvtuPvKRjxSirmeeeYadO3cWejMBbrvtNv7gD/6AgwcPsmvXrqqOsxrOi3BZay2VPtEUC1cltiuJn/6U+nvuQUqn0XfuxLj/fhBFxCL3jeWyVLSUTqcZGRnB7XbT399fUmhr7XdoGAajo6NkMpmSQjn/vbAyd3ld1xkaGiqkIuf/TUxLuIrO00r3WwmGaTI5k8OpiCSzOuGkSjKr0xt009Po5uBonNPT+QGFp8Mp0qqORxG5qM05K1pnKU6Ntbaa+MIJ4ok0PjFHcnqUoahUqFSshdFtKX4zEGUykQMB7rmojfsv7+DEiRNrrtBhPsXToLPZLGfOnKGuro50Os3Y2FihVLyWZfeLIf3858hPPAFOJ9lHH4X6pSdDr1pRiWEsKlzzSafTbNq0ife///188IMfXJaYjo+PF9xqLGRZJhgMMj4+XvZ9v/d7v0dvby8dHR0cOHCAD33oQxw9epT//M//LGy3WLSAwn8vtt1acN5ShdXYNomiiCiKS65zmaZJ7M/+jJZPfhIA/fWvxyzqy1hppGNtoxxWxNPU1LRkn1SthMsqdVcUhf7+/iVvoBX7DZbBNE3Gxsbw+/3lU5GzxyBo2oJU4WqQ1QwcksDETI4XR2dwySKXdNfTGXAxGE6zf2SGLS1eNN1gMqGSzOmYBgQ8Cpe2SrT5Fr8MBEFANSSOxwwubGtgU5enEI1ZRrcul6smEUUonuPwRJxNzV52dPo5OJpge9v6rioTRbHk8MdkMsnU1BSiKFbcslAt0g9/iPz00+B2k33/+6HCQodVKyrR9QWpwsWY34BcLKQf/vCH+cQnPrHo+w8fPlz9Mc7y0EMPFf59586dtLe3c/PNN3Py5Ek2bty47O3WgjVTDr8USxVo5DIZ1DvuoGW21F1/97th3tPASnuwgJICWhzxdHd3L7mYWqvKvvlDJit9LyxPuCKRCKqqEggEyua9gUVThbVerB+fyXJkIkHQo9Dsc6DqJoapM53M0exzMBrLkMxqPDsYYzyeQzeM/Ej4oIurNzWgJ6Jlt53RDATyju/HJhOMRDPIosjmFm9BpPIf86zRbamIopJc/+npFMcmEoRTGuOxDMORDL93eSe7upaODtYy8//ei5WKF7cs1MJgWfrud5F/+Uvw+/OiVYVgWNfnakRcZhXFFslksqyrzgc+8AHevoRz/YYNG2hra2NycnLO69Z0gUWv43lcORsEnDhxgo0bN9LW1sazzz4753cmJiYAqtrucjivEVc1LCZc0RdfpP7WW/FHIhjd3eh/8AclLVVWI+IqrqirJOIptY3lHEM8HkdV1YXrS6uANYokmUwWenkWxTr3JcR5pU+ymm7mU4KJfD/axEyWaEpFFmEslmFsJoNDEtGNBK/qrmNXVz2/HogwMJ13de8IuLh+U5CWOieSIDBZpiI4mlL5/uEQgiBwxwXNXNjhR5IEtjYv/OyljG6tRt5QKFQwZ7WErNTN8Bcnw0zGcwTcCh6HREeNCj/ON0ulhot9J4udUFY6DVr+xjeQnnsOMxAg9+ijUGWhwKpVQ5omVNFQvJjlU3NzM83NzUtuY/fu3USjUZ5//nkuvfRSAH70ox9hGEZBjCph3759ALTPFrXs3r2bv/iLv2BycrKQinzqqaeoq6vjgkX8XmvBuom4SjUhm6ZJ6O/+js73vx9B19FvvBHjjjvKbmOlBrnzt7HcEfcrOQ5N00gkEgiCUHbgYy33bznXC0J+FInlYr8YZvEgyRqSzGq8MDxDKquRM0DTDSQRZEmkL+jhN0MxTMPE4RDxOiVyusHETI6B6RSqbtLZ4OYNl7TPafK1boIZVeeXp6IoIuzeECSe1UireY/CRFanp8FNTwUzqUpFFFZabHp6mrGxsYIVkNfrZToDsiSwqdlLKqdzWU89W1u9i1pGraWeqKWodk2zlBOK1Qg9fxq02+0uGc0qX/0q0osvYjQ3k3vveyv2BSx13DU/16aJWUW6MpVKrXj68fbt27n99tt58MEH+fznP4+qqjzyyCPcd999hYrCkZERbr75Zr785S9zxRVXcPLkSb761a9y55130tjYyIEDB3j00Ue57rrruOiiiwC49dZbueCCC3jLW97CJz/5ScbHx/njP/5j3v3ud696Nem6Ea75EVc2myXxtrfR9a1vgSyjPfggbN686DZWmqIr3sbIrHnsYiPuF9vGcp7okskko6OjBff05a4FVBp5WvuzRpFUnO5bpDhjOUwnc6RVA0USSGY1NAMcsoBLlkirBvGMyplohst764mmNHoaXAxG0nz/UIisljdvcikCl/fkKwajKRVJFDgTSaNnNFq9EqOxLKenk4gIbGrx0hVwsXtDABGBtrrll/UKgrDAnDWZTJJKpTgxFuXZSRBEgbu21nPpFe2LphXXWk9UpSz3b1/KSsmypSo1asTj8eD68peRjh3DaG8n98gjZ0fsVMmq9HBZ10MVGZJamex+5Stf4ZFHHuHmm29GFEVe//rX8/jjjxd+rqoqR48eJTU7odnhcPDDH/6Qv/7rvyaZTNLd3c3rX/96/viP/7jwHkmS+O53v8sf/MEfsHv3brxeL29729vm9H2tFutSuKYHB/HddhsdAwMYDQ3o73lPRYuutZhjZZXxWxV1yxWPao/DsotqbW1d1KmgEiq5kVg9aK2trdTPq8Jact/WOSnRgFzNcZumSU43OTASJ5nTuajTz46OOtI5nVhapcnvIJ0zODaZRDdMOutdtPjgN4NRDozMkFJ1PA6JC9p8dAacbGj28uxAlFAih1cRGQhnSOVUeutlbrkwSG/QTUY1iKZUAm6FrS21L4qw0oq+ujpyjjTi9CSYJolkksFEGIfDUYjG3G73nJvnWnShWIpauU/AQlsqwzDIZDL5Ipnpadxf+ALSxATZzk6Sb387biE/vXm5x13z85zLIQBmFRFUrZwzgsHgos3GfX19c67N7u5ufvrTny653d7eXp544okVH1+1rKs1Lk3TOPOf/0nfO96BlMlgXHwx+u/+bsVPVStNFUaj0cLiY1dX17K/2NVEflZPWPHAx6mpKVRVXda+LcoJiGEYjI2NkU6nS5bWVyT+i6xxVUJG1fn5yTCZnMGV/YGCI4TXIdHodXBkPMGJqRTRtMZ1mxsJehV8TplQQuXEZILfnomh6iaNXgfXbQrS3+guRJlZzUDTDNxeBUUS0HWIpk2cisSNm5t4fijKcDRD3exaU63RjLyRbziZ444LW3jtRa1IokBHvasw88mqtsvlcnPWd6yHpEq/d7G0holJwF2Dyb3LZFUil1msakSPy4Xja19DnJggu2EDY3ffTWpycslp0Of8uGcNtisVLmugqu1VuJB1E3EBmJ/6FBv/4R+AhaXulbDciMsqTkgkEnR0dFS0zrMYlV48mUyG4eFhXC5XVQMfK9l/qfNQbWl9WSzhmrfGVbzfmZkZQqEQTqczv17h8TCd0olndURgOJJFM3RCiRyX9tSjGSZTiRy/OhWhyeegM+Cixe9EkQRa/E5GYxm++9Ik8YyGYZgoksANm4NzBiMKgsCl3flijXBK5frNQU6Ph2lyS3mfQSnvYuFxygTcq3NppHI6k/EcOVVnNJrhqv6zAwXnz3wqtlWy1ncg71ayVKo4klL5weEQALdsa6LRu3ouBkuxqhGipuF4/HHEUAh9507M3/s92qBQJLPYNOilJgXUGsESrrrK/CStSRK2cC1kXQhXaGKCje95Dy2//S243WjveteCUvdKsG781VhHWTdzSZLmNBQbhrHsG7sgCEsaUVqFH6V6wlYaOZYSLstFvqGhYdFKpYpuQtZ5KSNck5OTRKNRmpqa0DSNeDzOiZFJjkQlkrpAd8DFxiY3BtBW5yScVGn0KZyeTjEcyVcNvqq7jlA8RyytUe+WUXWTVE5HN0xEUWBzi4/u4MJiCkmE0ViWRFanzinjlkWcytnP1BtcvRESZyL5ysY9GwKEkxo7OhZ/8p4/dsTyvYzH44RCoTlpRY/Hk7ey0kxUXZ9tC8hvR13CuHc1WdV1OVXF8elPI0QiaJddhvb61xd+VFwkM39SQPEA0nJp2Wrt5SpBmF0/ooyrzXxs4SrPmk4VGobB6aeeYuNb3oJzZoZsezvie96zrCqh4n1W+qWcmZlhfHy8MBKk+JhX6u5ejuLorlzhR62NckOhEJFIpKJJzBWJZpmIC/Id9bqu09vbm1+3NGE4HSftcONxp8kmVfRsinZXErfHzQsDWeI5gR2dfjY2eXBIIj1BNyPRLKemkmhG3t7p4k4/DklE1QwaPQ5uu6B5jlv7cDTD4fE4m5u9bGv1EUrkcDskRsMa5+IyGIlm+L8H8mnmey5qq7o/y7oRQz5NbQlZKpVicnISTdNwON38JmSSMwSu29TIDZsbMTFp9Z+/aGvVUoWZDI6/+iuEeBztmmvQ77pr0V8vVXZvRWOhUAhVVedUe67KGtescJkVOHdAXricTmdFbkGvNNZsxJVKpdi/fz9XPvQQzpkZTECORhH+4R8wN2/GuOSSivzGiqm0Ks40TSYmJojH43R0dJR84lkNk9xcLsfIyAiiKC5a6l6LIhNraOf89bOaUKKqMJvNFj5zT28fw9EMTkknpxk8PxTDwOSqvgCtficCcCacwjRV1FyaVFpjYjLNlhYfFzZ58Hjk/NqNx8Fvz8RIZnUckkDQoyAJ0FbnYGImO8f/b9/wDKemksQzOr9zSb45MpJSMXMpGt2rb6EkCgL5UgGTWtwPi22VIP/dmY4lSGZjZFSDk2dG2drixevxoOvyeRsCuSoRVyKB89OfhlQK7aab0F/96qo3YVXmWuevOC0bi8UKD7fRaLRmtlRCJgOAUeH08UQigdfrXVfFOOeKNSlc4+PjvPTSS7S3t+Po7sacnCTX1YUcCiGcOoV46hTS97+f98QLBDC7u9G3bYMdO5ZsNFyqMKK4b6mceNTaaxAWDnxc6su60ogvl8sxPj6O2+2uav2solJ66wlx9jxbnw0Eso46fnp8ipOhFE5Z4KYtTfhdEpoBzT4nzX4nB0biHJ5M0ep3csOFncQzGm5BJ53O90INDo9xICajFDmheBwSN25t4rdDMU6Ekrw4OkNHvRMTmEqo9De6SWQ0ugJOJuJZmn0OGjwKGxocNa18m09G1Xn66DSKJPC6i1uRBWHWDb56FqsqdDgctDcHuVnxEM+odPklcpm5abFauFEs55hruq9YLC9a2SzaHXegX3ddTTY7Py0bCoVIp9O1nQadTuf/v0LhSiaT9vTjMqypVKGu6xw9epTR0VF27NiRtw2ZTV1F77+fVCpFV0cHHD+O9NJLMDCAEA4j7NuHsm9f3hfP6cRsbsbcsAHjoosWzNtZ7MZbqXjUco3Jukii0WhFqTpYeT+aruuEQiGampqqapyG6ta4TE3n10dHiMSTXNLfQmhykpPjSeJZHc0wcCLhdYi89qJWIimVgek0x0NJOgMumv1OOgNO3A4Z9+xQLL8/X7Tw61PTjCZigIpHAqcIE7Ekz50y6GuqI5HV6Ark/QKfORXh0HicngY3917SxvNDMfadibGt1Udv4+rfFE5OpTg+mQQBtrR46VrBPou/t6ZpktVNXPMalfOjVmYjTW9pNwpd13G5XIW1sWqq7ZZzzDXb9vQ0zsceA1VFvecejCqLsypFEAQkScLpdM4ZNbLSadDMTqYwKrzmrFJ4O+JayJqJuJLJJPv37wdgz549Z580/H6YzZObppkvfd+6FX3r1rNvTqUQ9u9HPHIERkcRRkYQh4eRfvYzTEEAnw+zowNjyxbkQGDBTb9a8ahVxKVpGqOjo2iaVlWqbrlfZKswQlVVgsFg1aJVvJ1FmRWumZkZhiMpcoKLZ4bSCDmI6hpOWeb6LQ0E3TJ1boVTU2n2D8eIZXTqXBLNPgeX9dTR4HGgmyZZVcetSIXP3dngQRqYwTDh8v4gmVyOE6EUw5E0dXqcHqeDoCyQSkkkcxo5zSSZ05Fmx4FE0xqnw2ma/avX3R+K55hKZumod9LsdyCLAm11K9+fdQ5+diLMcDTDpT31bGtdfPG+lBvF/CGQq2VyW811EkmpRNMqPUH3wmnSY2M4P/c50DTUN70JYxVHZlhYWYji9TGroMgSsmoeBKxUYTUR12rbua1XzqtwWTfwsbExDh48SGdnJ1u3bp3bdDmbg5ZYZF3J48HcvRt99+6zr42MIB44gHDiBEIohHD0KPLRo2wGkGXMYBCztxdt+3bOeL0YsGBa8FLHvVxEUUTTNAYGBuZMRq6GavdfPBW5nFVOrfY9nUjTCqSyOtu6mhmIZIilVQQd6l0yQZ+L7oCHM5EkkiCQVnVUw8TvkuhucDExk2UykeOiDj9nIhkiaZVNTV4avArf3j/BTFYFwUTTTZ4/E+PGLY14XU7qPQrpjMrYTBqVLIn4DB2CiafJQW+TA1PX2NaWd4lX5JWvE5Yjp5l8fd8YWdXgir4A91/eWdPtm7NejfGMRjhZXT9fsRvF/Gq7YpPbqqOJRajku53TTJ4+OkUip3N5Tz0Xtp99eBTOnMHxt38LhoH6lrdgrLIPHizegLzcadBCNpvPClVYJVir5uOXI+dVuHRd59ChQ0xMTHDRRRctmBkDQF0dAvmnlarSY52dGJ1FNwxVRTh8mNSzz+KZmkKankaYnMT5m9+wEcDtxmxtxdy0Kf80t0hJ+EpTdYlEglwuR2trKw0NDUu/YYX7t2aEeb1e2traGB4ernqfxfsud8M3TRiZijI0OkkrYJgCp8JpeoNuNjV7SUeyNDX5aKz3c3QizkujMzT7nFy7sQGvUyLodaCIsH8kjmnmCxoyqk5G1cnpBqOxDMPRNIYJ9S4JQTBwSBID02la/U466l2czOnIDgcNDW46Ay5yuVzBYmlgYBqHw0GX24nH7cHjkEgv+0yURxBAFgWyAihS7dI8xf5512wIMj6TYVMJ099qmF9tVyqaKC65r7ZIodKHA3H2XCmCgEM6K3TCyZM4vvhFME1y73gH5qZNVX/G5WCaZsWG2ZVOg25NpXBAxYYJ9hpXec6bcJmmyd69exEEgT179pQfBTLb8yCl0ytbRFcUzIsuYnJ2AVZVVeJnztAZCuEZHEQYH0cYHEQcGED64Q/zRrH19ZidnRjbt2Pu3FkYi7DciMtypUilUsiyvCzRsvZfKZFIhFAoRHNzc2F/K4kYF9v3ocExXhyN01yff0p0CBDP6CQyOhdvCnAyOUksozORiuNzSARcCk1eBZci0V+09nNxZx1g4nHIbG/zMZXIMZXIoekGhpnvT2r0Orh7QwPTSZVwKkcimxc4y6y2zi3P6eWxLIKsJ+PkzDQnwhPIcr7iLpvN1mStZzqZ4+hEktu2N4MA3avk8t5e76R9mUUei7FYNLGcIoVKy8plSeDV25pJZHWaffkIRTx8GOWf/xkEgezDDy9Yr15NltunWWxLZW3HckPRkkkcgsBzzz1HMBikoaGB+vr6shGpHXGV57wWZ1x44YX4fL7F+5pmex6kTAajBrl3QRAK48Q7L7wQp9NJodvIMGBgAOnAATh9GmF6GuGll5BfegnzP/4DHA7MpiaampowL7ooX8VYZSOzLMsl5+NU+xmWEvHiUSTzZ4TVYryLhaqbHBqLMROLIRk5fD4fGSN/ThwivKq7nrb6/EWsGgJHJ1OkNLi8N8At25pRStwbiq2WvE6ZJw5OMhTJ4JLF/MK5APVumbZ6F611TkKJHCb5NKQgCGWd1YtLyK2bsrXmd+bMmTk35eVONf7+4SnGYhna6pw1TxGea8qlFYuLFJxOZ2FtrFxasdI0uMchFf724v79KF/7Gsgy2Xe9C2ZHaZwratV/VuyG4pAkkCQ6OzsJh8OF1H0gECgIWXH5eyKRqIlwhcNh3vOe9/Cd73ynYLD72GOPld32wMAA/f39JX/27//+77zxjW8ESj/E/uu//iv33Xffio95Kc5rqjBQolBiAbMLmWI6XfE4gHJYlVVOp5Oenp6FX0xRhA0b0DdsOPtaJoPw4ouIhw/DyAjC+DiB0VE4cKCQrzbb28/2lpXoip/vSpFOp2teTl+MqqoMDw8jimJZI+CV7N96r6abTEQTHB4KoZkCm9qDXNzg4Uwkn4DTVY3t7X5iaY2fHZ9GTRh01DlI6yKtdU4c8sLPkdNMZCmfJjRNk+eHYgyG8+lBE2jyOah3y+zZECyci5ZlFFlYN2WXy4XD4Sj8XaybcvFUY6/XW/EcKHH2/Myv9qsFNS8tr5JyRQrJZJJYLLZggKaiKMv6nknPPov8zW+CopB9z3sWTduvFqtyrlUVJIn29nba29sxTbMwRXt6epqTJ08WxjcdOXKEWCxWk1Th/fffz9jYGE899RSqqvLAAw/w0EMPlTXd7e7unm1fOcvf/d3f8Zd/+ZfcMW9s1D/+4z9y++23F/47UKEryEpZM1WFZbGEK5PBWMEf0XJXt6p/Kn6acrkwL78c/fLLCy9NHDhA/enTeEdGECYnEY4fRzx+HPGJJ/IVdQ0NGN3dGBdcwGRzM9FZj0PrCWc1+sAsyo0iKWYlT5KiKKKqKmPRDPvOTCNkk3QG3AwnBY6FUsxkdAKefKrHp0houslYLM3AdApJN7mt301TIO/VNn8w6HQyx+HxBH6nxMZmL995cZKRaAbDBEkU2NVVR0o1qHNKgEk0rSKLAj6nTDSlEs9qNPudVYmGdX5K3ZSttbFoNAqcnQPl9XrLpsimU2rBaunlzvy0YvEATSutaKVrdV2vKIKVfv5z5CeeAKeT7KOPQoUuE7VmNSyfUNU5rj+CIBQyAD09Pei6zszMDD/96U/5whe+wLFjx2hqakJRFF796ldz/fXXV11lePjwYZ588kl+85vfcNlllwHwmc98hjvvvJNPfepThXlcxUiStGCC8Te/+U3e9KY3LYjSlpyGvkqc96rCpbB6HsTZ5r1qn4Tmu0NEIpEVp8mM5mYSHR24mpqsncCxY/nessFBhHAYcWoK6YUX6AA6XC7MlpZ8b9nFF0NT06pUtC02imQ+yzMbhlBSw9B10okI4+EkitNJq99Pp6IxnVBJZDW02Tt3KpPjZ4cmuLizjk0tXtREDmeJYgXTNIllNGJpjUQ27+H4f/ePMxLL973Is+7p/Y0ehiJpdBMm4zmGo1lkSeCiTj+nwynCSRUBga6Gla8rybI8pyHVWnCfmZlhcnKybOXd1hYvh8cTbF6FkShrmVIDNNPpNJOTk6TTaU6dOlWIYD0eDy6Xa8F1LP3wh8hPPw1uN9n3v7/i6rvVYFUiLk3DXMS+SZIkGhoauOeee7jnnnt461vfitPpJJVK8cgjj6CqKkNDQ1Ud1zPPPEMgECiIFsAtt9yCKIrs3buXe++9d8ltPP/88+zbt4/PfvazC3727ne/m9///d9nw4YNPPzwwzzwwAPnJCuw9iOuWXEQZ5v3dF2vuM/EqqYrdoeohV3SgohHkmD7dvTt24F8SnL8xAmaR0aoHx1FHBtDOHMGcWgI6Sc/QRYENrvdSL29GNu2YV58cVXjvOdXFVpFH5lMpqJ+sOWscemGyYGRGIdG0yimxoZ66Gut43gow7MDEVr9Lra1+UjldGayGghC/gkyraGZsGdDkMHBeMltj8ayHBlPIEkCdS6FvkY3+0dmCj9vq3PSE3TTUudEkURM8u7vQiyLJOTTikFPvrzf55z7VD+dzKEb0OxbvmVP8YJ7cUNvKpVifHwcwzAKN+TrNtRx89bGVbl4z3eqsBqsCNbpdOJ2u/H5fIVzNjY2tiCt6P7hD5F//nPw+ch+4AOFQqjzxWp4FQq6jlmuCK0E2WyW66+/nj/8wz8E8lmjao9pfHx8QbW2LMsEg0HGx8cr2sYXvvAFtm/fzp49e+a8/tGPfpSbbroJj8fDD37wA971rneRSCR473vfW9UxLoe1L1yzJ91q3qv0hhsOh5mamppTTQdnU10rYTHxs6Kelp4e/BddhAEUJGZoCHH/fjh1CmlyEuHwYeTDhzFn8/lmMIjZ14exY0d+mnOZVEXxl7d4FElfX19F6ZjliPfETJbjEwmiKRW/AyYNPx5FRhSEWUf2fBn4RDxLNK1iAn5F4lW99XQHyl+ssbRKLKOiGgZHJpIkcwYvjspsavKwfySOKAhsbPawucWLLAo0+x2FG/jFnSKSmC/G6A266WmY+xSfyGocnUiiGwaKVEeDpzZmpfMbeotTZBOhEMdnJBTFwVX99firSUsvwXqcgGwdszVAs66ubsE5U771LfxHj6L7/UQffhiPw8Hqu0cuTc1ThboOVfiBWl6FFk1Whgf48Ic/zCc+8YlF33/48OHqj3Ee6XSar371q3zkIx9Z8LPi13bt2kUymeQv//IvywrXT37yE2688cay+7rhhhv48Y9/XNFxrflUIXV1+SKITKai/iVd1wvRR6lBiLWoqBNmo4liDMNgdHSUbDZbcr8A9PRg9PRgGAbHjh1jS18f0uHDiIcOwfAwwtQU4sQE0t69+c/s8WC2teULP2ZTjNb+ofJRJCvhTCTNmUiaesVEzaRo94u4ZInJhEqDAVvbfCiigGGa+FwyDnm2D0cQcEqwrXWuC0nxuY9nNQ6N50c3dAfcHJ7991ha47LeAI1eBw5ZYmfHWdubaErleChJnUtmS8tcA9L53ydFEnEpIroh4KhhP1Ux81NkxybiHB0KAVm84hStzvFCZOH1elfVXmktUipKLD5nLU8+iXT0KFpjI2P3308qHmdsenqOU3ulhTG1ZFXc4XUds4pIMplMlnXx+cAHPsDb3/72Rd+/YcOGkhXMmqYRDocrWpv6+te/TiqV4q1vfeuSv3vllVfysY99jGw2WzLrs2fPngVFHwDf/va3efjhh3nXu9615D4s1n7EZT31ZLNLClfx4MVygxBrJVzF27CiHofDUVHUU3CpVxTMXbvQi+1rpqcR9+9HOHYMYWJioalwfT1iVxf1gQBjhkF7d3dF/obzWew8miZMJ7N4nQqnppIMhGYQNA1kBadDptdn4jY8zMwWR6RVg+OTCcIplVdvbyGZ0/M+6CX2YZom8azGWCyDWxJQJIFwMsf4TIY6l8R00kARBdyKyGW9gQXvj2c1wskcmmGimyAvcm9xyiIXddRhmOBY7BdrSIvfhXu2xv/CDR34lHzqOJlMEolEVmyvtN5Eb7H0pvJP/4R09ChGezvaI4/QPHutL1YYU+xEsdrHXfOIyzCqSoEuZvnU3Nxc0cPq7t27iUajPP/881x66aUA/OhHP8IwDK6swOvxC1/4Aq997Wsr2te+fftoaGgou1ThcDgWiOXhw4f54Ac/yB/90R8VyuwrYe0LF+TFawnhshptSw1enLuplblezN+G5b7d2NhYsfffouNVGhsxbroJbrop/9+GASdPIr34Yt5UeHoa8cABegDzZz/Lmwo3NZ01Fe7uXrK3TBTFBRFjMaenU7w0GqPepVAnpHGiERNkdNWkWYA6p0C938u+MzGmk/nm4Kxm4HPKOGUx30clCHPGmuiGSThtkhCyCCmR01MpWnwy21q9/POzURJZHUUU6Glw09/oxuNY+NXMaQaiILChyUvAnR9hMhhOk8hq9AXdeJ0L3yOvUqRVjoBH4aGre+bsu7jIw7JXmt8HVa5gYT7rTbigxDEbBo5/+AfE06cxenvJPfTQnO9sqcKYVCq1wInC+mc15n2tSsRlmpgVrmVb89ZW2se1fft2br/9dh588EE+//nPo6oqjzzyCPfdd1+honBkZISbb76ZL3/5y1xxxRWF9544cYKf/exnPPHEEwu2+53vfIeJiQmuuuoqXC4XTz31FB//+Mf54Ac/WPGxRaNRXve613HDDTfwsY99rKrPtfZThZD/UudyJUXHKkxIp9MLGm1Lb2rlwmU1AI+NjZFIJOjs7FyWGWZFxyGKsHkz+ubNhYjSIwhIL75IWySSL/wYG0McGUH6+c/Pmgq3t2Nu3ZpPMc4bFV7uvA+F06iGgWnkj20qEsVTJ3JhTwsHxxM4ZYlLOp1o6SQtPift9S4ckkhWM/A6JLoCbjKakS9HFwRMw2AkmqbOrRBJquwLaSAm2N4uE8+qxDM5plMqyWxeRH0uid0bAvicMpPxLC5FIpLKUe9SCHgUzkQyjETTtM8a1+Y0k6lElnhWp9HrKClc54NyYlnOXimZTBYKFs51ZLHaLBAAw8Dx2c8ijo6ib96M+o53LPr+4sIYy/3EOmfT09OMjY3NKfKoRVrRNM3VKYQxjKqKsGplsvuVr3yFRx55hJtvvrnQgPz4448Xfq6qKkePHiVlTWie5Ytf/CJdXV3ceuutC7apKAqf/exnefTRRzFNk02bNvFXf/VXPPjggxUdk2EY/N7v/R6yLPOVr3yl6nO9Nq70pZDlvNdgmRSdoihlU4PzqUWq0Lp4nE7nogMfF6PaAon5kd0RVSW4cePZm9vYGOK+fQgnT+Z7y44dQzx2DPE738mfv4YGjN5ejAsvhJaWBaIZTWscGImhaiY729x0ykkGcjInkw42eSDoddDqd+KWTeLAqakkR8YTOCQBv0tBFOBEKEk0rRZSfDlV5+mjU9S5ZHZ11aOIYAjgceSfkOMZDU03EEQBGbisJ0BPg5uDYwmmkjk8ishMRqfRp3CJuw6nIuJSJBxy/u/skAW6G9ykc3rNCi/OJfP7oOZHFtZoeZ/Ph9vtXrfFGYWbkq7jeOwxxFAIfccO1Pvvr3p7xU4UMHcAZCQSASrrt6uEVakMrVK4lrMMMJ9gMFi22Rjy5uKlvlsf//jH+fjHP17yPbfffvucxuNq+aM/+iOeeeYZnn322WV9xvUhXIoCqjonWopGo0xOThIMBudU2yzFSiMu60lPEAR6enpWVGJdyY3IGkUyMzMzJ7Jb8Dna2zGKbXE0DeHIEcSXXoKhIYRIBDEUQnruubwBrtOJ0NaGvmEjJ7q3kAw04nPInI7NsPdknGs2BpmRTcLJXL7EPa2hGxBNaIiqSmsrSCJkNINYJIXHKdPsdyCJ+RL0FkEA00TXDaLJHGOxDPVOkals3gEjoBjEEyodHoO6BpmsKRFJZgglXLgdEu6cRINHQZE1mr35gobOeieNHgWXcjY1tBzXjLVIqcjCuiFbZreKoqDrOrlcriYTec8VgiCAquL49KcRIhG0Sy9Fe8MbarLt+QMg5xvcWuJvpWMr6h2dva5qmoLU8+u+VHiT1jSNbDb7svQq/NrXvsanPvUpvve977F58+ZlbWN9CJfDgTArXFbVYCKRoKurq2pLlJUIl+W+EQgESKVSK7pxVCJc1igS0zTp6+ubkzpact+yjLljB/qOHWdfm5lB3LcP7eBBxIkJ5KEhlMFBtvMjDEEg5/GyydfIcHs/Rt+VXLMp70Ceyem4HBLZnM6x8SQSBjs3ubl5q4ORaJoDIzPUuWQubPMzEc/yq5PT3G2CjMmregL8dijKwbE4omGQ1gUGx8MMz2jENQGX6mZ3t5eh6QQziQRnziRoD7jp93sI1juRpPzNJqcZhFMqfqe0bm7YK6GUr2IkEiGRSDA0NFQTX8VzgWEYkM3i+Ou/RojH0a++Gu01r1mVfZUyuLXEf3JyEk3TKqrwXGzS9LJJ5itmzQqFK5FIALzshGvfvn28853v5H/9r//FbbfdtuztrI81LpcLZv39wuEwDodj2Sm6ZTXfznPf0DSt8MVaLkulCuePIilVUly1ANfVYVx3HZMX7OAXJyN4XB6uEGfQfvsC3pFB/IkYfclB+icGMff9BBwOWv0BhutbUfu3ErhgC7Ik4BTA75SQ3DIuh0Q8qxP05COAkWiGRFYnX1ZoEvQ66Kh3M5NRUbMqWU3Hq8j0Nfs5NplEEkTGUnBBT8vstg3SqSRjkRn2D4Vo8zlob/ASUWVGEjrNPsecWU21YK2n4CxfRY/HQzabpbu7u7DOY/kqnu/y8XJImQyBz3wGIZ1Gu+km9Fe/+pztu1j8gULvmJVWLF5z9Hg8hfuJdV2tinDNW28u/+v53385CdfU1BT33HMPN9xwA29+85sXNEBLklRxW8+6iLhMpxNmxcLtdp+TFJ2FVRBR7L6h63pNbnbltlFqFMl8VrJWd3wqy3jCIIDKVFcL0p5LeS5+FRMZgTpBp3fkJJunhmiKhvBGptg+Pcn2Uy9iPg3bnS5m6oPI6Yswd+0iLXvIaTrhFHQG3HQF3CCYmAikMyo/PBLi0p56NokK33wxiWbAWEbhpq0BruwLcjKUQJQE6twKsbTKTM6gvb6BkOoALY3pyA/dTMRmyKZMsjiJxYwVr1+sV6x5XNbNFsqXj1vpsfN2nmZm2Pi1ryHkcmh33IF+3XXn5zhmme90n8lkSKVShfVj6+FgNdKwwmzhg1mh92IymcTtdq/ZSHo5fO9732NwcJDBwUHaS7j99/b2MjAwUNG21vyVr+s6uiDg0nX8fj+yLK/oSyVJUsWRirWONr/EvtYl9RaLjSKZz0qEK60aKBKImPz6ZIj+Ji8Op4KZShNo8hFruJgB7+XsncnR4JZxRqcR9u1nQ2QUX3SKlslRhCdHMZ98knZRosHnJ9HSQd1ll3DJjgvYN5FCN8kP/9N0EokU44k4bllANfOzpDxOhTqnyE6Hj4yW/+yD4TTJnI5TkegIuHEqEk1eB36XTGurSTKdJZueu35Ry0m964FSn7Gcr2LxDfmcn6fpaZyPPw65HOm77kK85prV32cVCIJQiFKLbbysVgXTNBkeHi6ct5U2jguW12oVwlU84uTlwNve9jbe9ra31WRbazpVmEwm2bdvH5cpCgLgdDpXbNdU3ENVbv/FAlJqHW01mpgrGUWyUkwThsIp6lwiG+pMErksKUEhromIooHPJbOxyUtfo4fD4wmGo2miaZkLO1o5tmsPYa+DS9udTE1M4J5OoO07QEt4HG88hvvEIYQThzCBi2UHkqYiGga7tClkrZ6Ey0+XmeaCNi/NwQYsA/dwUmMgnCbglmnyOXBndfxOCa9Tps41z0nb48Lnya9fzPcLtLzviif1LkU6pxPN6LjFtZ0qrIZyvorJZHLOebIiNofDUfuDmJjA+Td/A5rG8PXXU3/FFazCXmpKsY2Xz+djfHy84K8YDodX3jhuCVeFw2MTiYQ9/XgRznvEVU4ExsfHeemll/KVdK2tcPRozSIdKD/hNJfLMTw8jCRJZQVkWetLJY7D2kYlo0gWe3+lhFM5nh+KMBJOIglwYVeAbufZW0qLH1r9TtI5HackEHDnP7vXIdFe76LZ5ySnGwwmoL1nI+HmHnJ+J32NHk4NTtJ88jDekycwRkbwajmchsbV//UfmIKA5vUxEwiibdzEib4LMbxetrd6UQ2DnGaQM2BrsPJooJxfYHE0Vnyjmb9d0zQ5OZViLKLS4RVYONxhdTBNk18PRImkVK7fFCzZe2aaJqem0gQ8Mo1ex5zXq2UxX8VQKFRo5rXO00or6YQzZ3D87d+CYaC+5S1EFYXAOowaJEkiEAjMGaCZTqeJRCKMj49XH8VaXqsVzquyph+/nCKuWnLehWs+hmFw9OhRRkZG2LlzJ62trfkS0lkLllo0D0Ppm4Dl/RcIBGhubi77palFmawl2NWMIpn//kqJZzSOTiSQ0MmkkhgIZDWT09MZNjSJjMYytNa5uHFLE6pu8K19YySyGj6njCgKGLPu7gCHhsOMJEwkb46rNwaRRIETk0l+NpYBTz+9113A5EyGN333H5B0g/iuS/EODyFPTxEcHkQYHqTlp09jSDI0BvF199CwaSty1+YVrVsW+wUahkEymSSdThdKyYt7e6xozCmLOCUBSTx3N4ephMrPT+QncNe5ZK7ZuNDl5bmhGD8+No0sCjx8bU/BRaQWUf7882QVeYRCIVRVnRO1VpseE06exPHFL+ZTxA88gLFpE5w4se5uvrquL/DALNU4XtyqMD+KXfCZZyMuKnTXqVXz8cuVNSVc6XSaffv2YZome/bsKYTK1uRjkQrdJpbAKrCwoinTNAmFQkSjUdrb25dsiLO+lCsdNmfNBqtkFEmpY1jsXJyeTpHO6Wxq9jIUSbNvKEwsreFWRC5qz5eft9blo6hkTmcmrfKLE9M0+RyEEjkM02RTs4+WOgedARenplKMRdMEXAINLmj2OfjVyTAZTWdLqw+RvI/g80OxfE5SEFEcIqd238RoNJN3aM8m2RUfoWV0GGlkGHF6GmlykqbnnztrKtzSgr5xI/rFFy978q0oiotGGVZvT5vbg7tBRmbl36lKqXcrBL0KM2mN7obSa5jWn3V2mXDVmN/MW1x1V216TDx8GOWf/xkEgezDD0NPz+oe/Cqz2HU9v3G8uAl6enp6TquCdd6s6RaGLVw1Yc0I1+TkJC+++CJtbW1s27Ztbhqvvh4BELLZmlTzFacnrV4pXdfp6+urKOdvfamXeyyWQ4IsyxWPIpnPYuts8azG/uEYqZyOSxGRcgnQNXQgrZkIosCedoH+/rwwnImkGYmkGZ/Jsq3NR3eDC1kSuawvQCytYRgm47EME/EsPsVJqxsOj8c5PZVC1Q2GImmu6G3g2FiEU+EsoiiAKKIbGi5JJOCW8bsUyBrQux3hpusxAM0wMKankQ8cQDxxAnF8HGFgAGVgAOXppzFFEbO+HrOzE33btrzrR5VzmkpFGdZNZmoqhKZpyLJMNBpdvTWfIhyywDt3d+cNgstEepf11VPnlmjwLLSxWs3oZX7VnRVVLOWrKO7fj/K1r4Esk33Xu2C2YmxV+qHOAdX4FFqtCkudt45YDB9gNDRUNLLFFq7FOe/CZZomR48eZWhoiAsvvLDkKGlrfLecTtck4rJu+lavlMfjobu7u+LoaVGT3CWw0pGKouDz+ZZd7lpOuMaiGcJplYBbwSkJpKNTTCVVcsjIkkGT18EFrV5mphPIksBINM1INE3OMHEIBqmszmW9QYJehbFYhpdGZ2jwKGxu8VHvURiaSnB0wiSrJ89+prTK8GSYzT6VCztaECQJfiVg6CadDW56m7y4FZGJiTQLbgcNDeg33IB+ww35/zYMhNOnkV56CXFwEGFqCuGll5Beegnz618HhwOzqQmjrw9t5878k30VUe/8xt5QKEQmk1mw5mPZLK3GTVcQhEVd7SVBYHvbwqj/XA6SLE6PNTU1oWnagkGQHo+H4LFj1D35JCgK2fe8Z06UbH0/V8MEdzVZyXkudd7S6XT+oRv4+d69BAIBgsEgwWCwrJuHtcZlU5rzLlwvvPACyWSS3bt3l/1DWQuaUjqNUQPjUVEUiUajxONxWlpaCFS4YFqMNZOrmuqiycnJQjoylUqtKHosJVxZzeA3QxHiGY2d7V6yapzBuEQk58QkL2Y3b2umziUwbZi8ODKD1ynRG/QwHM2QUXVyuoHPJRFLq5yeSnJ6OkVWc7JnQyO6YfLrmSyqkTd/b/Y56Am6icZm8EgGhreJsYRGb4OCJElIgonPKWNdlxXdDEQRc+NGtI0bz76WTiO9+CLi0aMIo6MI4+PIo6PIv/pV3lTY68Vob8fYvDmfYqywyVMQBCRJKoxbKF7zKV67KK5UXG/RQ62YPwgym83CT39K3U9+gqEoDLzpTTgAbypVEPy13thdjlqONLHSisrspNVLL72UcDjM9PQ0J0+eRFEUgsEgjY2NNDQ0FNZfa+EMD/AXf/EXfO9732Pfvn04HI5Cn99imKbJn/7pn/L3f//3RKNRrr76av7P//k/c+yZwuEw73nPe/jOd75TMO597LHHzpnYnnfh2rRp09KWNbPCImYyGCtsyDMMo+B8UYmbfDmq+WLPd95wOp2krcXaZVJ8Yzg9neLoeIItrV4aPA5yOZXh8SlCOZlYDrxOgx2d9ezs9BP0OMhms5yJm5wYm0KRJF6/qx0TGImmMUz4zUCEVFZjKJImpxpoOhwaj/PjoyFcskirC4IBH24J3LkoutvJhq5mImkN0JFEAVmREDJ5U90V43ajX3EFetHIBSYmkPbvRzp1CmFyEvH4caTjx5GfeCJvdxUIYHR3Y1xwAca2bXmj4SUoXvMpXrtIJpNMTU0hSVLh55X63r0cEQQB7y9/ifyTn4DbTeZ976NOFOcUw7jd7tLDVNcBqzHSRMjloCja7+npQdd1YrEY09PTnD59mpdeeomZmRl+/vOfk0qllvVAPZ9cLscb3/hGdu/ezRe+8IWK3vPJT36Sxx9/nC996Uv09/fzkY98hNtuu41Dhw4V/qb3338/Y2NjPPXUU6iqygMPPMBDDz20qJlvLTnvwhUIBBadDQUUKnGEdBpjmUIDZ93kIT+IbbmiBZWXxJdy3rDev+TnXmL/lnANTqcYiaVxKSL9Xo0ToxnikoIiy7hNg76gh6s35CsA956OEEtlEQDdAMPUmU6qbGz24nNIjMezRFIqU4ksM2kNhyyyucXLSDhNKqej6QY9HpMuv4SaiCJ4/GRTMJXMcWF7HamcTp1bzodkJZ64V/IUbpomJiAKArS2ot96K4UzqOuIR48iHjqEOGsqLE1NIb/wQr7ww+XKF35s2IB+0UWFdZjFzu/8tQtLxEKh/NqYy+UqCNm5iMbOZapwMaQnnkD++c/B5yP76KNIHg9+mFOskEwmC7ZFAwMDhQIPr9e75lOHq3KeVXVBSluSpELKEPL3p2effZahoSF+9atf5R8wz5zhtttu49Zbb2XTpk1V7/Z//s//CcA//dM/VfT7pmny13/91/zxH/8xr3vd6wD48pe/TGtrK9/61re47777OHz4ME8++SS/+c1vuOyyywD4zGc+w5133smnPvWp0ss9Nea8C1clWJU4otULsYwv1szMDOPj4wSDwRVHO1DZWJLFhkyuNJViAKfCWV4MT9Hmd+KQBLx6gtMhlZgqIeomV3X62NLqL/RjDYZT7D0dQdUNNtWZ7N4QJJnVyOkGp0JpmnwOtrb5yao6I9EMJqBIIptbfTR6c6iGQUbVSCeTDIeieHx+Onw+ttYJNPucOGQRh9VZXEK4KhH7nGYQS2vUufNDKS1M0+R0OE0srbKh0Uu9e95XV5Ly0dUFF5x9bWYG6cABxGPHEMbHEc6cQRkaQvnJT/KFH34/waYmkr29+fSix0MyqzGdUukKuPICWXTspSrwrGkBVjS2msMN1wLyN7+J9OyzmIEAuUcfhXnFLMWC7/V6GRoaorW1dV34KlqstFq4JKq6ZNTvdDq59tprufbaa3nrW99KZ2cn3d3dfOMb3+Bzn/scL730Um2PqQSnT59mfHycW265pfBafX09V155Jc888wz33XcfzzzzDIFAoCBaALfccguiKLJ3717uvffeVT/OdSFczI4tKZSUlmkeLkXxWJCOjg58Ph8jIyM1KfIoJzzlRpEUs5Im5lRWZ+9wltGEhkNWcYnQKsSYUGVighe/K4dbkdjZUYfbkT9PR8bixDIaXqdEVoWAQ+Oy3gCpnJ4vndd0sprBRr+T7744jiIJdNS7uHZzIznN4GQoiSKJCGoGn9skEGxkKqljmLCtpUReu8SFv5hYW68PhTOMxNJ01LvY3OIlldOJplX8LplYSiWW0UjmtIXCVYq6OvRrrkG37IYMA2F4GPHAAaSBAYSpKVwnT+I+eRLzRz8CRSHpriNZ38Kxiy5i256LyhZ+lKokSyQSTE1Nrbgfaq2ifO1rSPv3YzQ1kXvf+5a8EVtrRYv5KpYzuj2frFrEVcVnS6fTbNmyhfe+97186EMfWlF2phos49vW1tY5r7e2thZ+Nj4+TktLy5yfy7JMMBhcYJy7Wpz3b0lFX5DZkyRls0Dl6aZyY0GqHeJYinKeh4uNIilmuReGYZokchpJ1UARBZrcImYqjBms57dnkmS1JBe013Flf0NBtE5NJfn+4UlM4KYtTfQ3uhgZPM1INM3B0Tg+l8yWFh8uRSSj6ai6gVMW2dVTT043Sed0NF1nMhJHEAXqJLigI0A0pdLoK1M+Lopl+3gM02QmreFS8tV18YzGiVASn1PGIQu4ZAnHbNndmWia4UiWzoCT/kYPyZxOk3eZM7hEEbOnB72np5BiDI+Poxw5QnB0FGF4mEA0QuPMNJw5jPm9f8sXfrS2YmzahH7JJVDCsme+6W1xP1Qto7HzmSpUvvQlpCNHMNrbyb373VDBg2Opa2y+r6JldBuNRgu+ilZF5/nyn1yN8yzoOmYVrRbzy+GLH9Q//OEP84lPfGLR9x8+fJht27ZVf6DrhPMuXBURCOTXKTKZBc3D5UilUoyMjODz+UqOBVmNiGupUSTFLMcFZCqR5denwvjdCtuanGSzWaKpDCcSDjS3hEMSMU3ob3QT9CikVZ1TUyk0XS+kvWRJ5EQoxUwa5JxOSs3fwk+Gkmi6wfVbmrhpWzO6bnImkmY6maQ/oEB6ht6gB8nhQotP4XNK+F2L/A1mhWsslqG9fu4i/Wg0w6mpFA1uie1tPhJZjUhKQzNMLu6so9nnxD07LNLvkKlzafidMgGPQmAFk45jGY2xWIZmr+Os4DocJLdtwz9bjh9JqUTPjNE/fBzl1CnE8XHEU6eQTp1C+cEPMCUp31vW1YV+wQUY27cvSJeVisbmj5pfN9GYYaB84QtIp05h9PaSe+ihitsPlhKA+Ua3Vum4ZRBc7KtY7Hiy2qxKqlDXoQqTgcWmH3/gAx/g7W9/+6Lv37BhQzVHV6CtrQ2AiYmJOQ7uExMTXHLJJYXfmZycnPM+TdMIh8OF968260O4rC9RNlvR2pBlo1Su1F2SpBVHXPOFp5JRJMVUu8ZlmCbTSZXplEpaM7jQl6HeqTOQcjGZzCHJaW7a2owiC/QG80/+Pz02zeHxGbwOmZu2NlHnUlANg4MjKfQsvMrvQJHrkUWB8SPZgn9Eb9BDNK3xixPThBJZojMmLpeTLsXNru56Bk9PLXlT0kyQDJP/+O0or7u4jUavg8OhLIqg0+k08/1cs+9v9DrZ0gJuR36NrFgGOgIumv1OFGnlN/fpZI6RSBZNN8tGig0ehYatPbC1B/Xmm/MvGka+QfrgwXxvWTiMcOAA0oED+QcqpxOzqQm9vz9f+NHdXdje/GjMKlwo5bKwVOHCOS8vNwwcn/sc4sgI+ubNqO94R1VvrzZyme9IsZiv4mpWda5KZLsM4SrXgNzc3Fzx3Kpq6e/vp62tjaeffrogVDMzM+zdu5c/+IM/AGD37t1Eo1Gef/55Lr30UgB+9KMfYRgGV1555aoc13zOu3BV/AURRchmF41UDMNgdHSUbDa7qI3SSiv6rG0YhlHVKJJiqklXnppKsf9MjO6gmx3tXtKxCMMJk5gqE/Q4iKQ0XIrEphYvumHym8Eo6ZyOCQiz/0upOqMzGTrr3XQEXKSicVTd4OfHp1F1g2s3NZFWDcJJFUjx/ECYiXgGw4AsMn5ZpsXnwKFU+LQt5H9PMwzCyRwOSSSa0VEwuNjvxO924FYEwMQhC3Q1LCydjmc1FFHApdRmJlGz14GumwS9VT65iyLGli0YW7acfS2Vyhd+HD2KMDaGMDqKMjKC8otf5HvLfD6M9nb0rVsxLroIZvtbFEVZYN46v3BhsQm95yw603Ucjz+OODmJvmMH6v33L2sztfSfLDXNeDUi11r2cRUwDMwK2wNM06xZA/LQ0BDhcJihoSF0XWffvn1Avg3J2v62bdv4//6//497770XQRD4wz/8Q/78z/+czZs3F8rhOzo6uOeeewDYvn07t99+Ow8++CCf//znUVWVRx55hPvuu++cVBTCGhCuihFFyOXKFjVks1mGh4dxOp309/cv+sUTxfxwwpUgCAKapjEwMLDsUSSLCZemmwxH0zR4HIzPZJhO5hDR2e5N0dEa4KmTSWJpjS6Hicch4ZQETBMSWZ0z4RQTM1m6Gly8+oIW/E6J4WiGqXiOgNvBno1BjhwNMTaTJZTIYpgQTascGosTSmTxKiLJrIZDgo6gh66gh43NXlr8zsIxl0unmGbehb5JlhCAnqCHtKpT55LpDTgQdBW3IuGU8g8ZmqYVqvVypoRhQp1LIpbWOB5K4pBEtrf5C2texYxEM/zsRJgNTR6u7Asseb79Lnnx9GY1eDzoV12FftVVZ18bGzvbWxYKIR47hnTsGOZ3vpPvLWtowOjpwbjwQozNmxFkeUE0ZlUqWhN6i9fG4BwJl6ri+PSnESIRtEsvRXvDG5a1mVqk4y0Wm2Zs+SoWn6uVDGCs5XEXbRSqaL+pleXTn/zJn/ClL32p8N+7du0C4Mc//jE3zKbHjx49SiwWK/zO//gf/4NkMslDDz1ENBrlmmuu4cknn5zTl/eVr3yFRx55hJtvvrnQgPz444+v+HgrZf0IlyxDLlcyzWcNfCxVdl6KWowlMQyDSCRCIBCoeBRJMUutcR0ej/PCmRhBr8LuDQ1omRSimmJE8xPIOejw58DQaat3opkGPpcCmPhdEs0+JyPRDGOxLLIk4ZBgQ7OPerdCW52DJ16aYDAkcIVLo2XWZFfTdXTDQBbA0DUUSaC3ycfrLp7b71Tqc2Y1g/Rs/9bETJYjEwmuVHXqMOkNevA7JDwOma56B+m0XhgdoygKfr+fdDrN+FSE4SRIipPtbT6crqUv8v0jM5yJpJlMZLm0p76s999SRLMGZixLs9+x7G0A0N6O3t5+trdM0xAPH873lp05gxAOI4VCyM8/n08xut353rJNm9AvvhiluXlO4UKx5934+DiyLCPLMtlsdvXWxjKZvGjNzKDv2YN2993L3tSqRC6zLOYPOD4+jsvlKkSu1Zbcm6ZZ+8nDhoFZpXAtZfZdCf/0T/+0ZA/X/PupIAh89KMf5aMf/WjZ9wSDwXPWbFyK8y5cFX+hZDl/I5gtzoCzAx8TiUTZsvNSrHQ8yvT0dOGJaH7ZaKUstcaV74kScEgiqUiITmeWSUcD+4bjeKM5XBLkDKhzK9zU6kMSBP7v/nEEAa7obeBMJI1bkdANg2jOQBIEgl4HEzM5zkTSxHMCvx6IktVMDMPk0HgCjwyd9QabOgIkDCc9jUsPsjNNODQ2QzStsbnFi0MSkQUBxPyFf2lPfaEwxIpSBwcHqa+vp6mpCcMwUNw+8GjEp+NkM1li0SiyGSKguPE73WComGa+wVfVTWQxv63tbT7GY1k2NHuWLTg53WQ8oRPWUyiSQFO5KsnlIMsYO3di7Nx59rVYDGn/fsTjx/O9ZUNDKIODZ02F6+oKpsKeHTvwNDUVPO8mJiYKol/s3L7SCKNAKoXzf/9vSKXQbrwR/dZbV7zJcxEhlvNVTCaTBYuj4nXEpTIjqxJxmWZhysVS5HI5VFW1vQoX4bwLV8U4HAiqWrjhq6rKyMgIgiDQ399fVZpuucJlGAZjY2NkMhnq6upWdLNYTLgGplNMxrPs6vQhJMNgKrR0dPPL/RPkdIMmh5OAw8TQVepc+WGDPz02xcB0CrdD4qkjk0RSKu11Lq7oD5JRDVyKwH++MIpmmPQ1utFVFZckIgommgHNLnAYWV61qZ2mwNJPetaxm5j5+RuztPiduBUJrzsvAMVNvNYwvra2NgKBQN5+Szc4FkqSyur0NvoJehrwOGTiqSwnJmIkoini0QiyLKFJbsKqSEvAR0/QjcchcffOVpp8y682U0QBv0PA7ZbxOM5B03B9Pfp116Ffd13+vw0DYWAgbyo8MIAwPY1w8CDSwYOY3/hG3lS4sRG5rw9/Tw+ZtjaaW1sXRBgrbuqdmcH56U9DJoN2xx1nj28FnC+vwlK+islksqoho6sSKVb4YG05jtjCVZ71I1xOZ6E4I5PJMDU1VdXE4GKW41ph2UUpikJfXx+RSARVVavaRjHzizM03SSazhH0OHjhTIzxWJput8YVfQEcvgCqAR6nRIOhIIv5IYiXtsh0N7iJZzVOTSUxMZEEgYmZLIZpYmLSUe9iIp7jxZEYM5n8ul6L30mXGKextQm3UyE6PQm6RtbVgilVNtZF1QwmkmmGw2ncDpGLO+to8OTf63fJiPJZUbcashOJBG63u1Dpac4eoyIKyKJAOJEjnFLpb3ST1gWShozb6aSrzYup5Tg1ESMUSZCKz5CbcTGWkXC7nHiddYVhi9X/HQSCbommBveyt7EiRBFzwwa04vLlTCYvZEePIgwPI0xMII+N0fLMM/lnBJ8PR1sb/llTYc3rLdnUW/GY+elpnI8/Drkc6uteh1G8brcC1oJFlSAIuFyuwvqMruuFtbH5Q0YtI+WaH3c2b7FWacSVSCQA7LEmi7BuhMt0uRDCYbLZLNlslo6ODuoqdAGfT7URlzWKpKGhoVCGWgv36+L3/+LkNCPRDNvbfLR5TFIJjS0dQXD7+e6LE4iiwM3bmhmOpHlpdAZNM2lpMBiOpjFNCHodGEDArZDIqjhkidsvbOVEKMVPjuXL1z0OCZcisbHJyy8np0lFUrSICVxOJ+NCgF8dC+OURd6+u2eO3VIpjk0mGYxmyao67QE33iIXeKDQwmAYBiMjI6iqSmNjI6lUqvDZddNkJJpFEWFDo5uhSJp42qDFqxD0OukOuHAq+WMWHB62dLtpbsrhwCCXTTOVjpOZSTDODH6ft+wT9GJkVIPhGZ0YSTY1e/E518Al4XKhX3YZepGlDpOTZJ95BufQEM5IBPHECaQTJ5D/679wShKehgaMri707dtJ9feTyuUK86AWXe+ZmMD5N38Dmob6pjdhzC7e14K1IFzzkSSpbMm9ZaRsTQlQFKU2kZf1na/wfmUtQ7xcbcNqwXm/Siv9YpsuF+g6qqoW0gAr2WelolM8iqR4sXSlwmWJZyqnk9OM2X90piJRNng1dl3Wg8vl4kw4jaobSKaIYeRHiWxr9eEQdFLJGfYemkQAmv0ORPKR2FX9QXTT5JlTEVI5jUgqhygI3HFhC2MzGb51YJxIwuRULMZtW/xs6monPDKDIIC8SL9UKqtzcipFLA1uh4lTlmj2OdjQ7FsgdKYgIJA3WHU4HPT19RGPxzFNk3Ayi26YKJLAZFxFNQyafE56gx5SOY16l4SITneDa873wyELtPpnWxz8bloaz46ft56gDcMopMwWW88wTJNIWs0P1iSf0lxJXcaq09JCbPduxKuvpqmpKW8qfOxYvres2FR43z4cQMDlwmxuRu3rI7F5MzOzwzKLozFvOIz77/8eDAP1zW/OD+qsIWtRuIqZX3JvGSmPjo4SjUYJhUJLtidUtJ/Z1F81wvVKnj5QCedduGBpEYhGozh1nXrDqMxNfgkqibhKjSKZv42VztPK6fD9Q5NkNZ2LO3z4jAQtXon+nn4kSSKZ1choBldvasTjkDg1lWAonGZzi4/OOoUT8fyUY0kQUESRVE4nFM/SG/Sw93SERFYl6M2vOSmSgNcpc2Q8QTqnI5JP6fV15O20dnbUEfQq1LuUstHWVDLHYDiJloFr+1z0NskEPKUr8XTTzAup20tS9LBveIagopPJaYyMxzFNgS2tPtrqneimSb3XOev8YRb646x/t85XsbO+9f+SJM0ZDJnL5RasZ/h8vgVTeyMplROhFIaq0u4X6Wzx1qxfbDUp3MwkCWP79rxzh0UicdZUeNbCynnmDM6f/5ygIGD6/ehtbSR6ekgqCk1PPgnA1BvegLJxI84ioamV6Kynm6/l5AHQ3d09p3fMak+oKgVrbXc24rIG4i6FPf14adaEcJXDNE3OnDnD0aNHubGhAWbLVGvRg7WY6JQbRTJ/GyupPhIEgbQOU/EsmmFw7Mwkl3T5ySl+JhMq7fUSPzk2xZlImkafg2s2NaHqJrqR7+/aN5RBwcDtUNA0A48z36OU08xZwdPJ6iYeh8hVG1pwyxIdASfdPoFwymRno8DW3lbcszdrQYCuQOly3cl4loFwiv+fvfMOc6O+1v9nZlR3pe29utsYbGxTjIEkphcDtkMJkIRAEiAFQr0EcgMJEK5DSLjATYHkB6EHAjbYNGMwppvmCu5l7e1Fq5V21aWZ+f2hnbEka3elbZaJ3+fhwburkWak0ff9nnPe856ibBM1+VZ61B6yTCKC0YgnKJNriU8TulwuDIEA+UCD30iDq5tQRKXAIlIsKbj9DgwGEw6zjDssUmgzYxTjyQjQyUsjsNgNiyiKcQSm/V/bQRcUFOj1DK/XGze1Nzs7G1EyYzWIhBUBi8RBQVoDwmZDPv545OOP138lNDQgfvlltLfM4cCwfTv527eTTzQq7vre9/AWFODtHfeTlZVFV8TE581+qnItnDy5cPC+miOhzhthaOcsiiKSJCX1Vezq6qK1tRWz2ayTWL8p6t5pFGqKxOXxeMjOzj6oSH+0kbHEFYlE2LRpE06nk6OPPhpLYSH0qn2G+oXoyyAX+h9FEouhRlyiKNIZgGAkQjCs0CEa2OaWaO/pwiAJzBlXgNEgElFUWt1Rj8JTJxczriiLjU1uuvwRLBIU2iXa/RG+anJjNkpIIrj8EbRbvicgM6nERl1HD+992cLhBSJjZoyjvr4+5dRYW3eQpq4AIgJH1+axM9BBRFHZ2tSNLyRzWJlNb07u6OjA2eVijDW6Y3R7g5gkEYsEJpNEZVklU0zg8XhpdHqocwbpNElkyTZy7La4FIkgCPq/tf69xGisJyizrrGH6nwLE4rjv+yJ9QxNXeZ2uwkEAmQbTRhNEqqS+WktGJxKT62uRq6u3tdbFgohbt6M6fnnkY84gqypU8nqfW7t/alr6cbpUQgEQxxeoJJrt8VFq+ng61KnSdVXMXZatn6sVuPqnbs1EIZr+vHXGRlBXIkRkNfrZd26dZhMJo4//vhomq63viQw9J1csnRIKqNIEp9jKOehqip2I2SLCtnZJqwmAzazhNMn0t4TZOXWDuZOKqLEZmJHu5cci8R7OzroDshYjBIq0Zlcs2pz+ao5GtFkmyS8QZk9nV4CEQWrUWLOuHw6u728urEFGYHcvAIMBkNKNTpFVal3+gGVicU2yvOi6VJRFFEV7dh9ThqaCEOxleAOgx2Q5Ag2i5lp5Xbo7SWTRIFsq4XcvDwKCvxIShhBDdLa2oqiKGRlZWGz2farUSVGY4qi8Hm9k41NHja19HDl8WYMoqBHY7ELbay6TFt4tN2zPxSirq5u+PuiMhEm075aVkz6O/b9OcGag6XeRYEFUOT9otVUx48cKDn8UKBNPx6IpJP5KiamqDUis2sRVwoephCNuDSnlENIjowgrli0trby1VdfUV1dzcSJE/Udm5qbiwBI4fCQvxDaTanN9Up1FEnicwz2PCKRCDv3NNDmB9FoprYomyMq7Chq1OD27W3RiAZgRnUeU8pzaOry8+qXrUQUlco8CzlmCUGJsLPdS67ViFkSKcw20eULU+8EWYmS8p72biKm6MiQgCKQY+1/tIuiqnR4QlgMErKqsr3Ng6rC0WPyKMzeJ5WXRDiiIodgRMEqKezZswdFMJBdUE7IH8EYjM5Om/n5SpyTjyBn7JGYE+TmFqPE2OJ9O8vEqCg2HWOzxe/6NRKryLOypc1Lid2MyWiINnoOUBuDfb0+siwTCATIy8vbry9qqEX54cawEYGWau+DnPOyjJwyZZ+Ja+LnEjt+JLF2mHi+mfC+pYPB9HAlpqgTfRWV1laKgaZQCHsKacDh8in8OiNjiEtRFLZv305jYyPTpk3b35GiV5Fj8PmQhxhx6WTYaxWT6iiSxOcYTMSljVtpDZqp94gohLCYDBhFgS1tHqryrJx1eCn+sExZjiVa48oy0tYTiKbIFJVQRGZyqY1AtxNPSMYblFFRcXjCuP1hynMtVBdY+azOydb2MFOnl3DphBz8ITluLEiyhbDFHeTLpm6yTCIza/Io6CWrZDJxq1EkEvSzbU8TJQW5tIXN7G31MKNuIyV7tqMCZTs2U7ZjM+qr/4asLJTyctSJE6Oy6wTn/sSoSJZlPB4PXq+Xpt4ajKYWzM7ORpIkplfmMqFX1SiJ+6Jn7bPpqzaW+DknpoG00fOxnoFatHEg01/DQgRa/2GKUWWyzyVZ7TDRmWJErJNGGMNBtrG+iqqqIq1dC4BDENj2xRcYjUYKCgooLCwkPz9/v43yIeIaGBlBXIFAgHXr1hEOh5kzZ07SNJ3au8iJfj/KMM3lcblcOJ3OPsef9IfBRFza6JOSkhKsmNnpaMBqNXH0mDwanH5CvZ5/Jb2S77X1Lra0eogoCl3eMAZJpCBbIhSBtp4gkSBYsgWmlGbhDym09QTp8ocIhCMcUypRYIHSPDuVRblIohCnFkw8f19QptkdQCUqqTdJIlajxNG1+78v2rEul4uPt7fjlE2MMxspzJY4/LM3Kf1qDVgshK67Lio1X78eYceO6GyrXbsQdu1CXb4cJAk1Px+1thbliCNQJ0+OW0yTFcc9Hs9+c62ys7MRhfi0l7ZgapFlotCjr89QVtX9hh32NU9LmxE1mlHFsLxWb8SlDpJU+qodxqbJsrOzCYfDBx1xaanC4YIgCNEsETDt+OORVRW3243T6aSuro5NmzZht9spLCwkNzeXnJwcfD7fsKgK77nnHl577TXWr1+PyWTS7a/6Qjgc5te//jWvv/46u3fvJjc3l1NPPZXf//73ca7vY8aMYe/evXHHLlq0iFtvvXXI55wqMoK4tm7ditVq5eijj+77Ru/ND4t+P+oQx3tri1VXV1dao0hikQ5xxXoqVldXYzRZ2LzHiQKU2kzkWQyoeVbK7GYQ4I1N7YwvzkIQoik5hydMIKJgQWBaZQF7On2IgkBPACQB5N7Ab1Z1HsFwhAann7VtCt87bixZfTTUJp5/fZePzS0eSnNMUbcOg9Sn/58gCLhcLnw+H4YsOwFXiC5PkDnvvIRp+zaU/HzC112H0Pu+KiefDCefHBUIyDLCtm2IX32FsHcvQlcXgsOBpBnPZmWhlJXti8p6P/fY4nhxcbE+10obCSKKop5SjI2KEqOrWOKSZZlg71TtSCRCa3eIrkCE6jyrHpnG+uBB8nlasdHYSJLYaKUK00FfzhRer1fvrwuFQin7BB5ojEh6s/ceQxSRiBrUFhQUMGHCBAKBAE6nE6fTyauvvsqiRYuYNGkSRUVFNDc3D2lMSCgU4sILL2TOnDk8+uijAz7e5/Oxdu1abr/9do488ki6urq47rrrOO+88/jiiy/iHnvXXXdx5ZVX6j8PhyFwOsiIu2j69OkD3zC9Cj8xEEAZwm4kHA7T2NgIRCd5Doa0IPVUoVY/A3RPxU0tPaxtcOMLQnN3iMYv2wjLKt+YUECnN0Rjlx9/KIKsqniDMhOLs2lwBUBV+bKpB4MI1flWygUoqchl1XYHLn+YycVW8vDTJApEEAkp0FeJV3uv3f4IDk8Qk0GkMNtIkc1Edj/uEYqiEAqFcPnD+I0FlOQaKMoyMePFf2JytCPX1hK5+mqEvhZFSUKdOhV56tR9v3O5ENet2xeV7d6NsHs36ptv7ovKamqiUdmUKSBJ+8210hZLbVaT3mTbW6OKvW5NVdrR0UEgEKCwpAx/RMEdCOPyRsizGMixSPvJ7WH/eVqxrxtrHzSaE3vThpY6HYFoKDYaa2lpQZIkDAbDftFYVlZW2i4no4ERmX4cCulDUxNhsVioqKigoqKCKVOmMG3aNP70pz+xadMmampqmDp1KvPnz+fuu+9O+2XvvPNOgAHd4TXk5uby1ltvxf3uz3/+M8ceeyz19fXU1NTov7fb7aM27TgZMoK4JEkasKlY0SKuQGDQO0+v10tzc7NuvjmUGzSVRs1k9bOo2k/EZpZQ5QhTSqxsbg/gCYZZ1+BmzrioZLbTG6KuzUdIVvCGZM6cWsz2Ni8Wo4isQLHNDDJU51sosZvxhSKIIS9HjS+h2AN2i5E8a98fryAIOLwhttZ34AnJTC2z842JhXGmuIkIh8M0NDQAYMrOpaVHxhAIcOzix5C8HuQjj0S+9FLSXory8lBOOglOOikalSlKlMQ2boxGZU5nNCpbu3bfOJCyMpSJE1FmzEAoLNRJqqSkhFAohMfjwePxxC2W2oKpKSAVVcVeVMHurhCiEKHUbqEwWyXXakhJ4BFb+9KMn71erz6xdyAz18FgWJ5jGCOugaCNHontq/P5fLS2tvYrIT9QGImISwiH901x7wcGg4G5c+fy2GOPcc0113DVVVfx9ttv75eWG0243W4EQdivlPL73/+eu+++m5qaGi699FJuuOGGUY2mM4K4UrpRNI/A3rA73Z1RZ2cnnZ2dlJaWkpubG1XBDUHkESvwSHb+2oyw4uJi8ntJt8UdZNX2DrLNEllGA25CdHrDHFmVw+rdToIRGaMkcHh5Dq9vakMSBQyqgNUo4fCECMgKdouBb02M9nh90AabN7ZSZlWoKVOYUBtNexb2o7pVVfCFIqjAbmcIh1ch2yiRn2Xql7T8fj+NjY3k5OREVXg2E7kBN9VP/B0xHGb3zDnkLpjH4I24YiCKqJMnI0+evO93bne0VrZtG2JrK0JdHYa6OlixIjoOJD+fYEUV8hFHYDpiqp6OkWUZv9+Px+PR5faqqkblyvkl7HL6cXlDFNvNZJkN5PaqLgfT/KzNiIqd2Ov1evdbpAebMsvEVGF/SDzfvnwCU3VtHw2MSMQVDqf1XmvijIKCAi666KLhPZc0EAgE+OUvf8kll1wSZ7H3i1/8glmzZlFQUMDHH3/MbbfdRktLC/fff/+onVtGEFdKKIlaE4mBqMw61RssdhRJrHXTUL0GYyX1seehqiptbW309PRQVVUV14/h9ofwhWQURUVRVSKKiihAhyeEqkYtmBRVZWeHF08gTLbZwAnjC8i1GvCFZDq9IcwGEWOvyGJPj0CLz0uHWeBHJ6Y22mV7ew97O/3YBJnibCNmS7Rxt7IP1wzYR8KaiKWhoYHsvXXkPv88KApbvnU2HVOmUTSSarvcXJRvfQu+9a34qOzLLxH27kXt7MTS2Ynw5YZoVGaxoJaVIU6YgDRrFrayMl3RKRotOIMywb0NeBQDNpOZqpxscizxPWMDNT9rj0sWjSUqy1K1ohoNCNo8u1Egrr6uK9EnUFEUvXaY6No+mmnXEalxhcOQxvn3Z/l06623cu+99/Z7/JYtW5gyZUpap5iIcDjMRRddhKqq/O1vf4v724033qj/e/r06ZhMJq6++moWLVq0nzXeSOHgIa6CAlTiI66BkDiKJFb4MVQHjthUoYbYfrBkM8ImFNsIK4Cq8snuLgQE7GYRe7aFnkCEmgIrn+1x4Q3KZJkM5FgN2M0G9nb6kBU4uraAYrtJv7aKLBW/IjFzTEFKpBWMRE19vWEZo6gyqdgYNWztB+3t7bjd7jgStm3aRO4776CKIitPOp9gzVi+UZWL1TR6CrL1TT3s9No5/rRzqMi1sLbezWdf1nNE605OiHRgamtF2LMHw5498PbbqKKINTubcdXVOCdMpbmghoLCAsZaFEJ+Pz2OVjyd+1J/mtxeQ7LmZ0hNbp+OFdVAzb0HQg4/WKRDAqIo9unaPlJp16Gec8qIRFDTJK6+5PA33XQTl19+eb/Hj4sdkTMIaKS1d+9e3nnnnQENzWfPnk0kEmHPnj1Mjs2SjCAygrhSulG03XwgoO+A+0OyUSSJrznU1Ess+Wn1rKysLMrLy5Nek0ESmFZhJyKr7Gj3ghKmwxthjyvaN1VsM9PqDhCUBA4rtSGKAp/UOXH5IuRlGfRJv9q1VdkETji8Sld0JUJVYU29i2BEpirPyvYOD/lWE0dX5yH7XP1ev6IoNDc3EwqFqK2t1QUO/qWvUvzR+8gGI++dvoCv1Dzsbh8hORcro0Ncsqry3o5OAmEZk0HkvOllTK+0AzXkHDsWodhGOHoRsHMn4S++QNy7F1NPD+LmzVRu3kwFoJgtCGWlKL1zrQJ2e59y+9hxIOnI7UVRpMMToicgM67Iqh+bTE7ucrloa2vTm64TX3fYUoUjKM5IxGBIIFk01t8MrVjxzVAx1Np3MgiRCGqKgjJN8NNXxFVcXJx0PRsuaKS1Y8cOVq1a1a/tnYb169cjiiIlvVmx0UBGEFfKEAQIhQa0W+prFEkshsPzMLafqb29naKiIgpS8CMLKwqzx+bh6gyzpi1Cp1/GLInUFoaoyreytt7N7k4f44qycPsjWE0ik0ptFNvMOBwOnE4nFRUVeu2kLzS5/Hyw04GiwvRKme5ABJMkUV1gpS3c3eexmghDi1S1L7L8+JPYN3+Fz5LN9u9fxYR8K54GN2bCtDXsoSfGqmkkUzuSIDC1ws7Odg+TS6M7U4MkMqsm3sRUFQTacnLwzp5N6fyFrO8MEnS5md62m9y9uxBaWhD27sWwdy+Gt9/GJIrYc3NRa2oIT55Md0EB3kAgTvaejtxeURS6/SGe+qwJWVE5eVIhR9Xk7heNfdUWYGOTj29MKGRshTlu7HysI/mwE9cIF9OHy2Q3Me2aKIIxGo26TdhQo7Hh7uMCou93GuTq8XiGRV5eX1+P0+mkvr4eWZZZv349ABMmTNAjuilTprBo0SIWLlxIOBzmggsuYO3atbz66qvIskxraysQlfCbTCZWr17Np59+ykknnYTdbmf16tXccMMNfO9739Nr+aOBg4u4JEmfgpzsSzHQKJJYDEfEJQgCnZ2d+Hy+lPwNASKKyj8/3os3KDMmV6Im10S+zUKO1cjYwmx2dnjxhWUiPTIC4A6GMUgmplXY4yKgVHLJigoCAggq1flWTAaJgpj+pGSIFWGUlJQQlFXcbh/lTz2KsbGBztwi3j7jYk4sy6fYZsZktqKgYjdEd4rd3d1xlkCJVk3DhdOmFHPalL53nrIc9dgLh8PU1NRgMBgoDqp4DAUIU6qQTSf1vkkK7N6N9OWXCHV1UQXjhg1YNmzADBRbLCglJYRqa3GNG0e7z5eS3B6iC64Y2XePKaqqpxVja2Mf7u4iFFH4bK+LiSWVcWPnNUfyDXs7+axNpsoW4tSJ8tDmQ42iOGPYo5ckIhitQVyLxhKVium8RyPi9qEo0XmCKWK4xprccccdPPHEE/rPM3uHhK5atYq5c+cCsG3bNtxuNwBNTU0sW7YMgBkzZsQ9l3aM2Wzmueee47e//S3BYJCxY8dyww03xNW9RgMZQVwp31iSBOFwUuJKZRRJ/FP17RCfCmRZ1n3uUvU3BHrdMRQiikq9W6bdF6CqMJtZNXnYzQYOK7Oxva2H7mDU4T3LKJGfZWDPnj0YjUZqa2v3S1MlQzCiYJQEjqi0IyBQU5BFVkINKvFYzYcuVgm5pa6Nw5/9B6K3B+/ESWyYu4CjCqwU28y4/WG+aokOh5xRlROn5NOsmhobG3XZuBatjLSbgtarZzQaqamp0V+vpiBJV5sowoQJyBMm7Pud1xtVMG7ditDcjFhfj7W+HusHH1Amiig5OYTKynDX1FBXVoYphsQS3e1zrSa+f2wVLn+EicVZxJoSayR2dHUOG5s9zKiKryXENl23N4SJKF72dqv4/AG6urr0pmstZZYySWjENQry5ZEWnWjvQWJLgtfr1Scap9MgrvmXDisUBVIkLlVV8Xq9wxJxPf744wP2cMWuAWPGjBlwMz9r1iw++eSTIZ/bUJERxJUyjEYIh/dLFaY6iiQRgyWuYDBIQ0MDgiBQUlKSVlosyyQxozqXXR1eguEwYUXFH5Lxh2TqnX52tnswiGLUNNdm4tiabHo628jOzqWkpGS/L16yGy0iq3xS58QfUji83E5Jjnm/4ZCiKBLWivTsS69qkaOiqnhaOpj5xF8whII4jzoO+0ULOSYs4/CE2NjkpsRmxiQJqKqAoR+rJm1H7HA4CIVCWK1WPRobzvoERDcwWu9caWnp4BbO7GyUE06AE06I/qwosHcv0oYNCHV1iJ2dWLZuxbp1K6WAajYTzs+nu6yM+vHjMVRWxrnbl+VaKEsYxRRbG5szNo/jxkQfEIlEksrtZ4/Jw+3xMbEkm6rK0qFZUY1SjWu03eETo7FkDeIWi6Xf92gkokQUBTVFt/dgMIgsy4e8CgfAwUVcJhNCr/+Z9qVPZxRJLFJpek6G7u5uWltbKSwspKenp8/HRWSVd7Z14A/LHF2bT08gTE1BFoGwjNMbIttsYHyugMkgUlVaQKs7wFtbO5AVlbFFWRxVk0eOFMbb2UZZSQn2nNz9vmSJkaesqLT3hDAbRYIRhZAsg0CfE41hfxGGloJsXr+NmucfR1QUes4+h6xvnkiXL8RXzT20uYNIkoDZIDGzOrrg9jWIMdYyqbi4WJeFa0RmNBqHZJnkD8mYJBFJEvB4PLS0tOiR37Dt9kURxo5FHjt23++83miD9JYtCM3NmFpbKW5tpXj9elRBIGyz4SssxD1uHMq0adjy8/dzt09Hbl+Ra+bUWiN5eVn672OtqDQVnkZksTW5/eo+mhx+hCOuESGBNJCsQTzZexQbsY6IqlBVIUXi8nq9AIeIawBkBHGlfKOYzRAMIggCkUiE+vr6tEaRJL5mOhGXqkaHJMZGJV6vt8/ncPpCNLj8hCMK72134AlGqMjzcnh5DlajiEFUcQYiCESYXC2xx+FFUVQkUWBqmZ1CMdqYWVlZxeoGD107mzlxUhHlOfFmsvvOD9Y3uNnd6aXYZubomjyCYYXSXLP+9/ouH7lWE3nW6DwuWZbZu3cvkiTpKcieYARlzVrGvPwiKgJb5l1I7qxpeJx+JAF8IRmrOaqALLGb0p4cnKxJN7Y5WCuy22y2AVM2uzq8vPZVGzkWA/Mm23F1OigtLR1QvjssyM5GmTMH5syJ/qwo0NAQjcp278bocJC7Zw95e/agvvMOitFIMDeX8JgxKDNnYhk7tl+5fbLm51hiS/zOaO9rohVVsp4oaRSJK1MQG41p75HWmO5wOAiHw1itViKRCGazeXgJTFVTVhV6PB59U3IIfSMjiCtVqGYzgiyjKApOp1P3yxrMDZbOBONY0ceYMWP09JYgCPjDMpaIsl9UU2QzcUS5nUBEIRRR8AYjNLl8+IIy35hYSIPTz/s7vCio9HzZSk2BlWPG5JNjFrGFu/ArCmPHjiWkCLR3O+kJRujoCcYRF+xLd9Y7fWxr8+ANypTZLeRnmeLs0dY3unhveycWo8gVx9fqoztyc3P1lFpEVuhctpwJn7+PYjDQfvmVFFdXsKGhh55AmKkVORxRYcdikCi0DT3Fl6gWi5WFazOxEmXhIVkhGI46iLT3BAlFFLp8IVraHEyorTxwX3hRhNpa5Nrafb/z++NqZVaHgyyHA774AkUQkLOziVRUwNSpiDNnIvTWQRKjMUVRcDgcyLKMyWRKKvBIx4qqrLOTYiAQiWAeiQijF5k8j6uviLWzsxOn00l3d/fg6oeJ0Da2KdastOnHmfq+ZQoyhrhSUvlZrdC74Gr9UkN5vVSbmBsbGzGbzfuJPrxh+KzBjcnk5+zDS8mxGuj0hnD7w3R5w0wqtZOfZaS9J0hjlx+3XwXCODxhrCYJkwSyKqAC3pDM3PF2PtnaSLto5BtTqzEYDBiAY8fk4/KHmVAcv2uLI18Bss0S+dkmjqrN28/TU1ZAJerY4e7upqurC5PJpBtleoMRjC++yIQNawmZLbRddQ1lVcX4QjI5FgOiALlWAwVZw1uT0hDrMh47E8vj8eju72ZrNm/s9uMLKZx5eCnTK+w43d1kCTJTxtcMe71syLBa46MygPr6KJnt3o3kcGDYvh1h+3bUl19GMRpRiooQJkyIOuNXVurpcK/XS01NDUajMe3m58QoV9m6DYBdrS4s7E46S2u4cLAswNp75Ha7KSgoQJKkpPVDrW8s5evy+RAgrYhrpKcMfB2QMcQ1EGRZJgxkKQo5OTlDzp2nEnFpjb4FBQVJHSb8MgQjKjIy3lD0v+WbWnH7I0iiQKc3xDcmFvLOtg66/GEMokgoorC5pZuKPAt2i8QYu0h2Ti6iEmJHXQOOsBEkA47eOhjAhJLkN32UfFU2tfTgDUaYVROdUpyoHgSYVZMbtTQK9uBytJOfn6+LM4KhCMpf/kZ2awOh/EK6f3YtpXYLTS4/29o8FGSbOG5sPgZp9OoViTOxfD4f7a4eevwRIirsbu7A4FE4PF+iunrMiCsVhw01NSi9LtsvrW9hb1MXpwSbmNZVj9jcjKGlBaGlBT74AFUQiGRlkV9cTMnMmYiVlZBm87P2bw2iKNLpC2MDPnIIfPuIckQ5MCJWVCPSEzUKkCRpwFE2sWTf71rk8wGgppi+Hi4p/NcdBwVx+Xw+1q1bx0yzGUFVMZvNhEKhIT2nKIr9ijM6Ojro6uqioqKiz0Jpqc3AzPKogq4810xDlx+FqENGlimaTvukrgunJ4TFIFJbkE0gEqEy14rDE0RWwB9R6Gh34wsEOX58IYflSgTCCiX2geWzgiDgC8vUOYL4gtEBlMlICwBVJTviJhgJUllbi9/vZ0eHjxZ/G8e8+Di2rk7ay6pxf/9yAj4ZjxIgEI5aRFkMMmIfs7lGA1rqa2x2NvMkGy0uDyVCD6oqEAwGqa+vH9GesZFCpydEwGBkTcFkpn37NBSiriCRujrUNWsQ6+owu93Y9uxB2LMH9aWXwGRCLSpCGTcu6oxfXa0/X6pWVJLSK8mXDJgtJuzmrCFbUSVC2xQeLJ+FhmRkmzjKRlNzOp1OPaWtvU+J0ZigEVdugqy0D3g8HrKzsw+69220kTHE1VeqsKOjg40bN1JeXk5OeTmsX5+2sCKd1+tLZZcMkihSkyuA1cALa5ootps5fUoxBlEkL9uENxjmzc0dIIDJIBGIRDhhXCHdwQi5ViPZkoIh4qU7IJNjz6Yg18YkW2omlaGIwnZnBKMRavKz8YdVSvo4NhKJ0NDQECfCcHv8uDt7OPOtf2IIBfDNOprAWeeihGS2tPWQazFwzJh8zAYRu8XQr3P8aKI6R0TyeMjNzaOoqEg3Z/V6vfrcM03gkeg3mGk478gytrR6OLx8X/1DEATUqiqaBAHT8cdTWlpKwOVCWb8e4/btWB0OjC0tGJqb4cMPUQUB1W5HraxEOewwhOnTwWrdLxqL/b4UWaMRwgXHVGGPmb02kBWVxWLRF+hYK6qvEwZSQibWxmKVil1dXfomS3uMUSOuFCesD9f04687Moa4EqGqKrt372b37t1MnTqVyspK6A23xWEgrmSpQs2U12QypdTErJFfvdNPS3eQnmCEY2vz6fAEWb6pjcpcC4XZJnItEp3eMF2+CJtbPTR2+TGIEAz4MQhw6rRKbBYTdkvqH0enJ0RTj4xBUjmtOovC7OT1nWQzwXY7vPh2N3LuG/9CVGQcJ3yTjYcdi9rmZUJJFiU2E3lZRrJNIjbz4AZtjgS0VgTNpR6ii22i00Si36BGYoN1mhgplNjNlNjjNxtaTTW2D81WVASnnop6yikEgkE6vV7CdXVYt2zB1taGyeVC3LIFacsW1CVLwGhELS6ORmVHHgk1NfFpxN5ILM9mRpZlPRJLrI0l1hz7sqJK1lR+sEZc6QpKjEbjfj2LPp9Pj8aKm5ooA/xmM4YUnluLuA6hf2QkcUUiEb788ku6u7uZPXu2Lm9WbTYEQAyHhyXiin2OgUx5k0Fr4p1YYqPLG6LYbiLLLFHf4KfF7aexy0+u1ciccfn0BCK094SwmSQisgzhEEaDiAjYrKa4ne9AUFQVSRIoyZYwGUR9hlQitIU+1kPRH5ZxfbGBY95ZioBK+7xzaSirosXRhShKlJnDzKzIzaiUm6qq+njz/lK3sU4TxcXFhMNh3cHD4XBgMBjiHDwy5fo0aGNX+upDiyUTCguRZ87Ur8/ncpFbV0deUxOWjg7EhKgMux2logJlyhTd8kkymVCIb8RP1vwM0Zpj7AYhcYFOTJdpxHUg+7jShUbug70vYqOxoqIiIpEIyp49AGxzOHB99BEFBQUUFhZSUFCQtIWnP2f4Q9iHjCEu7WbxeDysW7cOi8XCnDlz4pVivbtsg98/LBGX1hejSWD7M+Xt65xVVSXPauD0qVFnZKcvTGWehZ3tHpy+MP5wBFlRcfpCtLj91HX0oCoyR5RnM64oG3eXMy3SAtjU3MOuDi/5RpHDis0YktSfNDNereesvSfI5pYepu7awLGr3kQRRRou/SGbjfmYRZFjJ5oJBoNkE9BtmrS60ZDkwEOENt/M6/VSXV3dpxN+MhiNRvLz8wfsGRsJNV260Jqni4uL95s22xfiHErKy/GPGYOrV4kZCoXI9Xgo2LsXS2MjksOBuHUr0tatqESNp8x/+xvquHHI06YhV1VF044pCDySLdBautbpdCJJElZrNFKXZfmAv7fpYrg2NAaDAan3uY741rfoqq2ls7OTvXv3snnzZnJycnQis9vt0Zp1rxx+qLjnnnt47bXXWL9+PSaTCZfLNeAxl19+eZy3IcAZZ5zB8uXL9Z+dTifXXnstr7zyCqIocv755/Pggw+OOtlm1B3V2trKl19+SW1tLRMnTtzfjkVLFfr9qEOUPmvP3dTURDAYTNm4NvE5Ygm0vSfIyq0dCAIYJRGrUWRsUZSgXL4w/mAYf1jBZjFQWZxHQZZAqG/zjaRQ1agPYTCiEBST1+iSDc7c2eGheOVyKuo2EjaaafrRTxAKCgg1uBEEKM2xYjXZel9jX3Nme3t7nKmszWYbtaF+iUa5Q3ndvnrG3G43ra2tcVZAox1tulwuOjo6KC8vH/QCkOhQoinhOsrK8B5xRNQlwmymoKGBrFWrENxuhLY2xJYWpI8+ijoo2u0olZXIkyYhT5uGYrUOKLeH/RWgfr9fd5Wpq6tL3YrqAEP7Lg/nJk3oHXxLYaG+iYJoSlibyt7Q0EBraysvvvgiOTk5aW3O+kIoFOLCCy9kzpw5PProoykfd+aZZ/LPf/5T/zlxTfzud79LS0sLb731FuFwmCuuuIKrrrqKZ599dsjnnA4yhrh27drFzp07mT59OqWlpckf1JvuEv1+lCHu4iK96RJFUfYbMpkqEutkDk+Itu4gBkngpMnFRORoo+wrX7ZglqODH3tUM1X52YwvysafZuS42+FlW5uXsQVW5owrQAj2xB0fiUT0aGnMmDEgRK2fIuEI45c9T1XzHtwWG8vO+C5jsHJMjhmxOhezUYwbAplsEfR4PLpkWpsXNZIqvr6McocDifWbWFNgrcCukZzVah0xgUdsCrSycnibp2OVcFq06fV6aSwtpTwvjxy3m/ZbbsHW04N582bEnTsROjr2RWXLlkVrZYWFyGPGEJk2DaWmBu1uGygaMxgMdHd3U1tbm7oV1QHGiNTlNOJKKD+YzWYqKiqoqKhAURS2bdvGxx9/zFtvvUVjYyPbtm3jrLPO4qyzzuLYY49N+2XvvPNOgAFNdhNhNpv13s5EbNmyheXLl/P5559z9NFHA/B///d/nH322fzxj3+koqIi7fMcLDKGuAoKCjjuuOP633H2GuhKgQDKEAqYsQq08vLyQS9MsV6BW9t62O3wYpAErCaJ6jwrOVYDH+5op8HhRRDhqNoCjirM1gvyqTRdByMKre4ABdkmml0BOnoC2MwS3yi343B4CYejO2LNHV8TYcgqrN7lxOXxc/qb/6LK2UFrfinvnf4dJhbZGFNoRRQEynL7391pDaz9Ob8Pd0pxWIxy00BfpsAdHR2EQqG4qcjD1eQ8lBRoukiMNqXe1/J4PLT7/ZgmTyZ71qwomRgMiJs2IW7ejNDQgNDejrG1FeMnn0RTjDYbakUFkYkTCU+frnvwJYvGRFFMy4pqtCL5vhCbIh0uCMFgNJrt5/MVRZHDDjuMBx54gKuvvpqysjKmTZvG8uXLWblyJe+///6wnc9AePfddykpKSE/P5+TTz6Z3/3ud7px+erVq8nLy9NJC+DUU09FFEU+/fRTFi5cOGrnmVHEpUVBfUHpDbPFQGDQNS4tPC8rK9N7VQYL7QZ3+SN8XufCG4pQW2BlXLGNHKsBh6ubTY0uFEHAIIi094SZPdaCUdpX/B7o9be1edjc0k2xzcyRVTnYzAaqC6xxx2vCEk2EEVFUuv1hAt3dnP7yE2QHfXRMnIp68SWcYZL67vVKAckW+eFMKWq1nsLe1Mpo78j7MgXWrlFr0B3KCHktnRsKhaiurh5Vxw9BENDOuLq6GlmW9c+wubk52rtVUoJt3Lh9tb+2NsT16xF37EDo6EDYvh3z9u2YXnsNjEaUggLkmhoi06YhjxmD0Me8vIGsqEwmk37/HIhobERMgdPsN/V6vZSWlnLFFVdwxRVXDO+5DIAzzzyTb3/724wdO5Zdu3bxq1/9irPOOovVq1cjSZKu6I2FwWCgoKBAHzg5WsgY4koJveG2ljdOR7qqLRZ+v1+v/bS1tQ2ZuPxhGVNIpicYJhhRqM7P4vByO42tDj7f48QdFpAEgXHFWRxWnqOTFgw8hdkbjGASBcyShNUkUWQzU2SLN9nV5N+a2s7lj7ByaxtCewfnv/cCUiTM9unHIZx5BmOGwV8w8fqTLfKxKUVtkU8lpdjV1YXDMYpGuSkg1i4ptkFXW+S1hTgVU2CI1u20aN9WWMab25zUFliZXplag+pgEAjL7OrwUVuYhc0s7fPPI7oR6a/2p6eFv/lNLKefHv0Mw2EELSqrr0fs6EBqa8P0+efRqCw7G0NJCYWlpUQKCxFzclKyotLcKbTJ3iNpRZUMI+GtKIRCUR/LFNGfqvDWW2/l3nvv7ff4LVu2MGXKlLTOUcPFF1+s/3vatGlMnz6d8ePH8+6773LKKacM6jlHCgcXcfXaLgnBIJD60DdtFL3BYGBsjCv3UBuZIyp83iqjOtoxGySMooQkwo69jayu9+MKS6iqgiQJnHFYKcYEI97+viR1nT7WN7gpspk4aXIRtoQeL1VV6e7ujjH+NdPjj+DoCZC1t455H7+CiEr4wgupnDkT0wg34gqCgNlsxmw275dSTKwbJaYUVVXF4XDgdrupqqrSFWmZhsQGXW3T0NXVFWcKrM0ZS/x8tUZwo9FIRUUFb2xqZ1NzD1tbPUwps2MaIUutpRtbqXP4KLab+dHxNdGxJknuvf5qf7EDQbOzs8meNg0pdkpuezvihg2IO3ZAWxumujrK6upQP/kEDIZoVFZbi3zEETB+PMTI7iG6iYt9bxM3QbGR7kg1P4+IRVU4nNbcs/6I66abbuLyyy/v9/hx48alc3YDPldRURE7d+7klFNOoaysjPb29rjHRCIRnE5nn3WxkULGEFdKN0wvcYm9EVcqxKXtjnNzcykuLt7vyzKUiEtWICSriGJ0YKPdLGIOOukJgSyZsKKSZTKQYzGwubWHaZU5cQ4U2rnsbPfQ5Y9wWJkNW680vtHpp9MbwiyJ5FjjnSs0EYaiKJgsFowmE182uVlT72Jq4xbO/eIdVEHEddnlZE+dwoGwnk01pZidnU1HRwfBYJCamgw0yu0DyXrGNEl4ogghKytLJy2zxUp2fhGCIFBbmMWWVg+VeVaMI2ippd/imh9zipu1vmp/icazNpsNU3Exymmn4Zo9m9bWVspLSsipr0fctCkalTkcSO3tEBOVKWVlKJMnIx95JEJMhJ1sE9RXpGu1Woc1Ghv2VGGaxNWfHL64uDjlHtPhQGNjI52dnbqZ+Zw5c3C5XKxZs4ajjjoKgHfeeQdFUZg9e/aonRdkEHGlBIMh+t0LBgdMs0G058DhcMQ5LcRiqBGXzWJkWiGY8/LwB4L4XW5aZROtAZGIrFBVYGVisY23trTz8S4neVlGamPGxwuCQFiGLU3ddAcjZJkkDi+3R0eYeIKIAlQXWONIK1aE0R6Q+GKvmypPB1ajwPQvVzN711oUoxH5F78gOyEffaAwUEpRFEXy8vKQZTmjR2H0h75UfJoIQVVVrFlZrNgTxrGpnrkTCzl2bD6TSm0Yxf0l5sOJ+dPL2OXwMqaw995TlKQRV3/oS26vuZRIkoTRaCQQCOhpazUvD3n69H1P0tmJuHYtws6dCK2tSLt2Ydi1C/X116NRWX4+ypgx0ahs4kT9HPuyotIi3eGyohqxiCvFWq+qqsPWgFxfX4/T6aS+vh5Zllm/fj0AEyZM0J9/ypQpLFq0iIULF+LxeLjzzjs5//zzKSsrY9euXdxyyy1MmDCBM844A4DDDjuMM888kyuvvJKHH36YcDjMNddcw8UXXzyqikI42IgLojfzAMSlqiotLS34fD6qq6v7TD0NNeLa0uplTzcIATdNrgDFNhMhBXqCYay9jhbFdrPu8p5r3RdNhGWVzS3ddPihssBMdsBAWe+sLYtBItdqxCSJVOTtUyMlijA+WduAK6AiuP18d9u7ZO/aRDjbRui66zHlpt5IPZrQdtOCIOByufT04UiqFEcbsSq+7Oxsmpubyc7OJhxR6PSGUFSod3QzrcwyKj1jVpPEERUxNcNBEFciEom6vb0dt9uNwWCgubk5LqLWo+jCQpTTToPTTov+HInAli2IX30Vjco6O5E6OjDGRGVqTFRGb61sKFZU/WEkxBlCJIKahkjJ4/EMC3Hdcccdcc3EM2fOBGDVqlXMnTsXgG3btuF2u4Ho5mDjxo088cQTuFwuKioqOP3007n77rvjermeeeYZrrnmGk455RS9Afmhhx4a8vmmC0HNkDGlWl57IJh65bg7zj6bsrKy/XpfYnuZKisr+00jNDQ0YLfbU3YqiHsdReW5zxtwdAfIN0NEMCJKIv6wTH6WiaNr86kpsGI2iITl6FscK8zY6/Tx4U4nIb+XeUdWU5IXfx2yohJRVH1ApeaEUVFRQXZ2NtvaPDQ4umnp7OGCz98gt70FpbycyM9/nvIO70DB5/Pp6duioiJ94Y6VS3s8Hj2lqBHAgZZLpwu3201bWxulpaXk9rqD72jtYVdHNxNyQQ36dKIezEI7WBgefBChrY3w//zPkJ9Lc57RJoNbLJY4qy2fz5eyElNVVRSHA2n9eqSdOxHa2hD8/ug8KwBJQikoQK2pQZk2DWXSpDgCjrWi8nq9hEKhtOZoud1uPB5P1Bd1mGC++27U3Fy827YN+FhVVamsrOTDDz/kyCOPHLZz+Dri4Iu4JCmqakqS5tO83ux2e0r9P6nI0fs8VlUoM0fAonLC5HLWNUXNc80GkYklNibGzNCKJSwNBdkmiu0mPIqPbPP+uzxJFJDE6Pk1Nzfj8fnJK6lAMlnZ1ubhnW0dmCIhLv/wBazeHnpqanCdfz62UIgsgyFj023aYp4sfRtb/I9NKXZ3d9PW1pa2SvFAwul00tnZqVtuaZhYZmdiWTQajq0bORwOQqFQXDvBiNX7hiHiguj5d3R00N3dTXV1tb4zT+z7S6xP9WW1JQgCUnExnHYakVNPjTrbRyIIW7cibd6M2BuVCR0dsGZNlMyysqK1sokTkWfOJCs3N6kVVWzdsa+pxiOSppZlSNGRR9u4HfIqHBgHH3EZDBAK7Zcq7OrqoqOjo896VjIMtsbV5vKycnMzOWaJo4pViuxmPEE3ZqPEhOJsjqgcWMptEAVmVeXSKbmSeg1CNHpsamrCH1GpC2bT+KUDu8VAbaGVXL+Hi9//N+ZIiMgJJxA++WTU3h6owci0RxqpGuVqGIpK8UAiHYVkX7U/rfnZZDKNjMvEMBBXbAN1f6KavupT+8ntE1xYdPm8yQTTp6NMm0ak97uqOp0Y1q9H3LkTsa0NcfdupN27Mbz5JkgSan4+Sm0t4uGHY5g0aT9xicPhIBwO65MDsrKyMBqNI0NcioKaYnO55qRziLgGRsYQV8o3jMkEkUicSW5ra6vuQJCOlHowNS6v18uGnU04gyIR0UBlJMRep5+womA1iswem4/F0P8iKisq727vpMcfxihDp+hmRk1hXGOw3+9nd30jZksWW7oFdnd6UZSoPWqFq5sT330WQVGInHce6gknYAO9F0eTaWvO3bE73AOh2hsOl4hEhZu2i49VKR7olKJ2L/r9/kEpJBN7xhIbg4dtMzJE4tJqyJoSNNX3Oy25fcIsNUHYN/lZLSpCOeUU5JNPjkZlsoy4fTuGTZsQGxoQu7qQHA4MsVFZaSmGSZPImjGD4jFjCIVC+j2kTQ4QRVFfE4Z1k5DimuT1egEOEVcKyBjiShlmM0JPD6IoEolEqK+vB2DMmDFpy2JTUSbGQlMpHlFbjNQZIc9qJOT2sabORU8wQkWuFSmFnb8KyIpCSFZw+aGn3U9xTkBPLza0d/H2lg4igoGpFRZCcgCjJJJlkTg10Mj4V5aCIBD5wQ9Qp06Ne+5EmXZfzg+jNS1YlmWam5uRZXnIRrkaMjGlqA0gjUQi1NTUDFminawx2OPx4HK54nrGBqWkU9VBE5d2nZrx8VAINC25fUx9KrGZWZUklKlTiUydqm9mBbcbw8aNGHbsiJoJ19Uh1dXpUZkpP5+smhoKjjgCeeJEfMEgDoeDYDDIrl27hs+KSlFQUyQuj8eDJEkjav/1dUFGEVcqNSfVYkFwuVAUBafTid1u1wckjsTrAXFRXU1NDRaLhYri6Fyslz9tJxRRyLEaOXZsPlZj/8TVE4ywx+Fjaq+LxqbdTQimqPoQoiKM7U1O/KpEWFbxRWTmTiqi2e1nwsZPyX9vJRiNhH/2M0hBgpq4i9dIbDQUfKFQiKamJoxGI9XV1SOSssyElKIsy/r7ORLXGRupxNZutKhaFMW4nrEBr3GQxKVtQlRVHRHj48S0qTaGJllfXOw1xkZj+uTnggIi3/wm4W98I/ogVUXatQvjV18h7N2L6HJFo7K1a1EBi9VKdkEBgdpapGOOwWM2x1lRabWxtFO2qqr7OQ4En8+XUWnvTEZGEVdKsFhQexfg7OxsvTluMNAGQfYHrc4E+0d1bd0hOvxRR5cjK3MZWzjwDbqlpYevmrsps1s4e1opcqGBwkI7NotEc3MzW9q8uMliXLGRbLOBI8pt5FqNlL25DOnzzyEri/ANN+jToNNB4rTgZE3B2iI/1IhB6zez2WyjYpSrYbRTiho5m81mysvLR+U6E8eIaAt8subupOnKQaQKNasqTa070nXTWHPe2L64ga4xNhqTJEmfL6aqKsrEiQQmTNAfJ/b0IG3YgLRjB0JrK+amJixNTfDxx9hEMVorq6rCO2ECLqOR1u7uQVlRqSmm/oZLCv+fgIOKuBRFwS8IWGUZu90+5MV1oFRhouP6fvPBVJWgAmYJJpakdsMVZpvIs5ooztnnEB8OR9iwfQ8WSQBLLh53kOp8E0fX5qHKMoZ//ANp1y6UoiIi118/LHL3ZDtcj8ejp9sGsi/qDwfaKFfDSKcUtfvDbrdTUlJyQK4zmXFt7AiaZKlhIU3ikmWZ+vp63apqtCOCRHd77RpTMT6Oq42pqv6foijINhvyCSfACScgiiJtra3YW1vJ27MnGpU5nUidneRu2EAOgMWCXFyMr6aGztpa2i2W/q2owuGolD/F4bTaZvwQBkZGEVd/qbtAIMD69euZbjSSpaqYzeYBo6WB0J84I9nY+0Q4fdHXD4QVvtjbxdxJRUgDWPeML86mMNuMrEbHkaiqyqaGDuq9BopyszmyOpey3BCVeSbUUAjjgw8iOhzI48cj//jHaRl2porYdJvW1BnripDOyHvNKLesrCytadIjjeFOKWqtF5rsOxOk+clG0GgqRS1rkJ2dTZUsx7mx9AdtLtpoRpT9Idk1piO37zMaUxRC4TChMWMIHnnkvlljHg/S+vWI27cjtLQgNTSQ09BAzkcfoYoicm4ugeJiuqqraaqpITsnZ58Vlc8XfeEUvwc+n4/s7OwD/h4fDMgo4uoLLpeLdevWRUdcl5fDxo1pCyv6QrLnaG9v1xsq+9sBjS20UmARcAagyeXH5Q9TmN2/kmxnu5cPdzqwGCWOLLfg9QQwma1YFCOCAEXZRkrtJhS3G+MDDyD4fMjHHIN8wQVDvtZUEZuKih1535/UPranJ5ONcjUMJaXY09NDa2srxcXFg2peHy0kpoY1tamqKESI2gJpZJ1sMnEoFKKhoWHU5qINBqnI7fuKqrVoTFEUWltbEUVRn0qgT362WlFOOAHhxBOjx6oq4q5diF9+ibBnD5LTSXZXF7bt21EBxWwmmJdHT3k5kbIyKgG/2YyQglLR4/EcirhSRMYTV2NjI1u2bGHixInU1tbqZpxDtWuCfbsuDZpiKhQKxY29T4aIotLsDjI530CXbCLXnkV+Vv8pPFWF9U1uOn1hrIYw6/b4kDEwudTENyYUkG2SEAVQm5ow//WvEIkgn3kmykknDek6h4LENE0yqX12djY+n09Xmh0sRrkaUk0p2mw2/H4/DoeD8vLyg6oeEas2lUQRtdeNPVYOHuvgoZFWortJJqM/ub0WVSfK7bXvvKIoVFVV6WtC4n+xQybV8eORx4/f9554PIgbNiBt24bQ0oK1rY2stjb9vFo6Oqj76CMKCwspLCykoKAgaZljuHwK/xOQUcQV++VQFIWtW7fS0tLCzJkzKep1hlftdgRACIf37YqG8HraDRkKhfRR8WPGjBkwVbSlpYfP9nZhVGTOnppNUUFeCq8H4wqz8PsDlFpkMNtpcvoIyQrFNlNUxrtlC8YnnwRVJXLppagZZP2STGrf09NDZ2dn1KneZMLtdo+a1H4k0FdKUUubwr4+G0VRDk4FmKKAwUB+fr4+C0uLqltbW3VTYJvNRl5e3kH5OUJqcvtIJIIgCHEqyf3k9jHEpShK3LojiiJCdjbKCSegnHCCdgDiRx9hfO01kCTKb7uNLJuNzs5O6urq2LRpE7m5uTqRaenB4Yq47rnnHl577TXWr1+PyWTC5XINeExfn/Ef/vAH/uu//guIitP27t0b9/dFixZx6623Dvmc00VGEZeGUCjEunXriEQizJkzJ96PsDc1I/l8Q464tKgtdvRJ4oTPvmA1SZglEYMogppayjIciWAKuphdCkpWKSajRJExQllOb9f+Rx9hfOUVkCTCP/kJ1NQM5fJGBW63m+zsbEpKSvTF7+tilgv70m1+vx9JkiguLiYYDGZU43PaUNW4WmlsVK3V7rKyspBlmd27d2OxWPTU8EjNwhppJBMjNTU16SS9Z8+e9OT2CZGY9jhRFKGtDePy5SBJ+FatQqyuJh/Iz89nwoQJ+P1+3RKsrq4Or9fLv//9b3JycvrN8qSKUCjEhRdeyJw5c3j00UdTOqalpSXu5zfeeIMf/ehHnH/++XG/v+uuu7jyyiv1nw9UHTvjiMvtdrNu3Try8vI46qij9gup1V6zUikQQBniQiEIgi53jzVCTQUTirMpyjbh6mxjoFFKXzX1sL29GzXopTssUZiThdfZTZZJYnqBRDjoR3npJSyffgoWC+HrroM+BCGZAm2By8vL01NJ/UnttUVhtKbZDhe0ydmhUCguDTpQSjGjF/gE4tKg1TFja3ex6baGhoavxYZEq2lJkkRNTQ2CIAxKbg9JojGHg+y//AUUBc9LL6FMn07iO2S1WqmsrKSyshJZltm2bRsWi4U333yT9vZ2Ojs7mTdvHmeffTYTJ05M+/ruvPNOAB5//PGUj0kcBLl06VJOOumk/QZTan2zBxoZtYK0tLSwYcMGxo8fz9ixY5N/8fPzAZD8fpQh9JJortaKolBbWzsoMUFelhG/WxpQJLKt1UWzy4/NbCCoCoQVlSyThM0sUVRgw/LUk1h27yacnU3r97+PVZKwyXJGeAwmQzLX81j0JbXXCuZDkdqPJrTeJWC/htv+VIoNDQ3pNwWPJpI0IGsjc8rKynSBAvQ9ELSjo4NwODxwz1iGQVEUGhsbAeL60YZDbi/6fJj+8heIRPA8+SShE0+Mjm6hN6XYS3qx94IkSUydOpVHHnmE6667DlEUmTZtGq+//jqPPPIImzZtGvXvR1tbG6+99lrcWBQNv//977n77rupqanh0ksv5YYbbjggG9GMIi6TycSMGTP6n/KpEVcggDrIfLAWZWm56qEo4AZy3+js7KTc4Ce/3I4qSux2+MkySnxrYiGSEiHr4b8htrQgV1fjv/xypN40QqzHoKb6OtCINcodSHGpIRWpvXaNw2okO0RoMvBUe5cOBi9FHQkRl9vtpr29fUDz49gNCaBvSFJZ4DMBsRuRqqqqpJ/poOX2gQCm//1fCAYJ/fWvSOefj7m3HhYruddeQyOy2HPw+XwcdthhXHfddVx33XXIsnxA3sMnnngCu93Ot7/97bjf/+IXv2DWrFkUFBTw8ccfc9ttt9HS0sL9998/6ueYUcSl2dn0B6WwEADB7x+UOCMYDNLQ0EBWVhbl5eXs3r17SKaafakbY22iZk2uwWgys7WlB6c3TI7FgDnkx/TAAwg9PchHHol86aVYAavNFhelaI2kBzoNNRxGudC31D7WSFZbFA5UxDlUGXgylWJsc/eB/ixjIy6t766ysnK/2XYDIdkCPyKmwMOAROePVCPggeT2FouFbIuF0v/3/8DrJfy73yH/4AcAumkvoJOXRmSJAg9RFPF6vXGfQex7duutt3Lvvff2e65btmxhypQpKb8nfeGxxx7ju9/97n7f8RtvvFH/9/Tp0zGZTFx99dUsWrRoWGpz6SCjiCulL3CvulAMBoH0Zuho6RBNzaPtgIZCXIIg7EegmncdRJU4Td0h1m1rpSrPwsmTisjxODHf+78QCiGfdBLKmWfu97yJi4K2s+3q6tKL6Xa7fVR2tiNhlAt9S+011deBcLX3+/00NTUNmww8MeLMiJRib8TV2dmJ0+kclr67xAVe+yy7urr09HDsZzmaZD1Y0kpEUrl9Tw+5f/sbYnc3uy68EOdpp1HU2kphYWHc90R7TY2MlIRoLBKJsHnzZg4//PCkr33TTTdx+eWX93t+ifWoweCDDz5g27ZtPP/88wM+dvbs2UQiEfbs2cPkyZOH/NrpIKOIKyX0phGFQABInXRiJwhr6RDtuKHImhNThcFgkMbGxqgRb0UFgiCwvc1JqzuACBwVcmB89FFQFCIXXIB6zDEDvkZsGqqvKMVut4/IBN3RMMqFzHC118QJRUVF5PempIcbyVKKyfwiRzqlGFEUurq6hhQ994XEzzIcDuufpcPh0J3vtZ6xkSTr4SKtZJAEgcKnnkJ0uQhdfjnW3/0Os8NBXV0dX331Fbm5uRQXF1NUVLSfI0ZiNPb73/+e9vZ2Zs6cmfS1iouL+y+hDBMeffRRjjrqqJQmMK9fvx5RFFNWYg8nDj7i6k0VahHXQKTTX1OxdiMNRVYf6+ChkUlBQYHed9bRE6SjJ4gkCsxq24nx7VdAFAlfeSX0Gn6m+3rJohRtgm5semaoC58WfYy2US6Mvqu9JjhJFCeMJBJ9BkcjpaiqarRHUFFGrVncaDSSl5cXZ5jr8Xhoa2tDluW4puDhJGuNtERRHBGPRemxxxAbG4nMn0/kL3/RJe8TJ07UG9UdDge7du3CZDJRVFSkW8jFOs488MAD/PWvf+X999/vk7jSQX19PU6nk/r6emRZZv369QBMmDBB37RPmTKFRYsWsXDhQv247u5uXnjhBf70pz/t95yrV6/m008/5aSTTsJut7N69WpuuOEGvve9743YJq8/HHzEZTJFh8MFg3qari9VSzgcpqGhAaPRSG1tbdJoYajWUVoTszarq7y8PK63wSQJZJsNHLPlU8Zs+gxMJsLXXgvDsEtJFqXE1sUsFou+8B2sRrkwsKv9UKX2Wk9NqoKTkcBopBS1umuNqmK2WpEPgAowceOl1YyGe5baiJPWs88i7dhB5JvfJPTss/v93Wq1Ul1dTXV1NbIs67XEbdu2EQwGef311ykqKkKWZf72t7/x5ptvDgtpAdxxxx1xikDteVetWsXcuXMB2LZtG263O+645557DlVVueSSS/Z7TrPZzHPPPcdvf/tbgsEgY8eO5YYbboire40mBHWoXbzDCG3XORBMVivqhAlsnTu3z1SH1mekhet9fQF27txJZWXloHP8LpcLh8MBRJVKsefS4w+xx+lj4lvLsG3+Cux2wtdfD6Ng6xJbF/N6vWmp9zLVKDcRsVGK1+vF7/enJbVP9FfM1AF+sSlFr9c7qJSiqqp65mHSI4+gjhlD5Cc/GYWzTx2xZO31evXIWkspppqm1mrMkiSNCGmJL72E9MknKEceSfDDD9MyvtY+yz//+c+8+OKLbNmyhdraWi644ALmzZvHCSeccOBVpwcBDr6IC6I3SjDYZ7Tkcrlob2+npKRkQBPUoXgeyrKM0+lEURTGjRun7/a1rvovG91MfvFJ7F1tKGVlBH/2czAZGQ19VX91MSCuLqZ9sQ82o9yhSO218fOBQCDj/RWHmlLU0uWauAaiU4MzDX1ZNGlp8FTEOrGkVVlZOeyZAvHNN5E++QR13DiC77+f9rQGraWgpKSEhoYGXn31VXw+H6+//joXX3wx//znPznrrLOG9Zy/jjg4ictgiM66SRBGaJLtnp4eqqurU154B5Mq1EQYBoMBQRD2Iy0CAY57/u+Yu9101own8oMfsGpLJyZJ4NQpxViMUTPPXQ4fnkCEKWU2LMaRWUwS0zPagpDYROr1eg9ao1xIXWpvsVj0NGNNTc1B5eSRbkpRVdW43iVJkvp0zsgkJGti1yKxvnrGZFmmoaEBg8EwMqT1wQdI77yDWlZG4PPPo+tQmlBVlWeeeYZbb72VZcuWcVKvgfYFF1ygKwwPYWBk1Dc25Rutl7g0d2fYt9NSFIWxY8emvBglOsSnAm2+UUFBgb4IQgwBdnVheOBBxGAA/7HHYfv2AvZ0+nH7wxhEkZ5gBItRwhuS+XyPC19IxmQQmVo+8mm52AWhqKiIUChEd3c3DocDRVGwWCz6JNaDkbw09Ce1D4VCiKIY1xJxsGIglaK2qdpvanGGE1ciEsU6Wp0ztik4EAhgNptHhLSEL75AevVVyM8nsG4dDCKtrKoqL7zwAjfeeCMvvviiTloaMspdJcORUcSVMoxG6P1SyrIcJ0EvLy9P6waIdYhPBYkiDF+v2a+2WxIbGjA+8gjIMp9M/wbWE77FVEGgOt/CUTW5GCWJot6ZXVajREG2CaMUpmCAkSgjAe3L3d3dTXZ2NkVFRfrC53A4MBqNIy5BHw1oIhZJkujp6dFrJlrUORpS+9FAbEpRm3agWRLV1dXpKcVyOOiIKxaanF7blPh8Pn1WnBZ5au/DsKgxN23C8MILkJ2Nf80aGKTq9OWXX+bnP/85zz//PGcm6d08hNSRccQ1kIUSAGYzgseDKIr4/X7a29v1puJ0kWqNK9YJIzYNqZGnx+PBvmsXxueeA+DzkxdSV1zDsaboW2yQRKZXxvv6SaLAaYcVoSgqBmn0F5JkRrkmk4m8vLw4JwQt1XQwm6sGAgEaGxux2+2UlJQgCELclOCvk6u9RlpZWVl6G0OsWAfA6/fjam09qK8TolmO9vZ2rFYrFRUVcZ+n0+kcuhpz926MTz0FZjP+Tz+F0tJBneerr77KVVddxdNPP80555wzqOc4hH3IOOJKBarZjOB2EwqFCIfDVFRUDFr9lkrEpaUhVVVlzJgxcfUso9FITk4O8ltvYfz0U1RJwvWDH3DY2PFMUAVs5v7rVqIgIEqjv8MfyCg30QmhLwl6Jtj5DASNoDUnktgd+EhL7Ucbml2VzWbTCRriU4oA5qwsBEHITC/FFCHLMvX19ZhMJr3ZP7bOOeQG76YmjP/4B0gS/vfeg7FjB3Wey5cv54orruCxxx6L65s6hMEj87+JSaBaLBCJEIlEyMnJGZJke6A+rmAwSFNTE2azOS4NqYkwRFGk4sMPET/7DNVqpf0HP6BbEAjW7SIrK4twBpnkwj5X/K6urrSMcmML5VrvjcvlirPzycS6mGbzlcrYmoPd1V6LKvu1q1IUBMBgNlNaWjpqjc/DDY20tO9lsnNMpsaM7RnrN0Xc2Ynxr38FIPjGGzBt2qDO85133uGyyy7jkUce4aKLLhrUcxzC/sg44hooVej3+xFVFZuiYLfbh7zb74+4NBFGfn5+nN2K/nhFwfDYY0g7d6IUFRG57joKTCYKiO583d0eWp09iENsBh4uaOlOn89HTU3NoIwxE/3atBEQmVgv0vrRBnI9T4aDzdXe7/fT2NhIQUFB/ylzzcS6N3rsS6UY64uZaeNZIpEIDQ0N/ZJWIpKNodE+Ty0Vrl+nLGN54AGQZYIvvIBy/PGDOs/333+fSy65hIceeojvfve7B/we+Toh44irP3R1dbFu3TpOtNkQVBWDwTCgm/xA6IsoNRFGogWQFmkJkQjGBx9EdDiQx41DvvLKuIK3ZDCypj2C2y9xVHUFeWZFX/QOhOhBcxLQ5o8NV9rLaDTqI+D7qxclerWNJFRVxeFw4Ha7h60fLZNd7bWRGyl5LGrflz4IKFUvRZvNdkBSp4MhrWRIliL2er04m5vJfeYZCIVoXrQI0ze/yWC8VD7++GMuuugi/vjHP3LFFVccIq1hxkFDXA0NDWzdupXJkyeTVVICvWm6ofY9iKJIOBzWf+6vF0xTDgo9PZgefBC8XuRjjkG+4IJ9j1FVVu/uotMbwh+SCUQUghHILYlf9Hp6ekZtcY81yt1PFj2MSFwMYj3pFEWJW/RG6hwSx6+MxLiFTHK118gz5QneGnGl8P4P1PhssVh0wh6NlKJGWhaLhbKysmF7PT1FbDBg/PvfIRik/dZbqTvxRLo++QSLxaL7DObn5w8YdX722WdccMEF3HPPPVx11VWHSGsEkHHElazrf+vWrbS0tDBr1qxoGqQ37TNUn0Ht9TTy06ISWZbjesG0KEtVVYTWVkx//SuEw8hnnIFy8slxz9cTiLDL4cUXjDCtMpfSHBM1Bftm7CRrBu7p6dEX9+HeuWtGubFqutFA7KJXUlJCMBiMG3MxEou7oii0tLQQCoWGdfxKfziQrvaawCbRH7Nf9BJXus4ZBzqlqA32HG7S0hGJYHjgAejuJnzrrdhvv51ZRNeEzs5OHA4HmzZtIhKJUFhYqLu+J967a9euZeHChdx+++1cc801h0hrhJBxxBWLUCjEhg0bCAaDzJkzRx+ypubkIABCODwsEZeiKLoIw2QyxU1H1Z0wAHHbNoxPPhkdSXLJJagzZuz3fDkWA4eV2XD7IxxRYSfX2vfiGSsG0Bb3np4efeceq9wbTFomU4xyY+tiWtNz4uJut9uHtHOPnW5bU1NzwJSOo+Vq73K56OjoSL9+p2UXhkgso5lS1EjLarWOzJQCRcHw5z8jdHYSueoqIrffrv9JkiRKSkooKSlBVVV6enpwOBw0NjayefNmcnJy2L17N9XV1dhsNubPn88tt9zCjTfeeIi0RhAZS1w9PT2sW7cOm83GcccdF3/z99acDIEAyhCJSxAEwuEwe/fu7VuEAUiffIL08ssgSYR/9jOore3z+Y6pTd/mP3ZxTzY1N13lniZMKC8vT1uYMNJIXNwTLYtiF/dUvvzawmYymdJuQB9J9CW1jx3nMRipfaybfbpTi9NJFaaKkUwpahMeYnvShhvSP/6B2NJC5IILCP/v//b5OEEQ9M9z3LhxBINBOjs7efTRR1m8eDGCIDBlyhSmTp2Kz+c7YJMG/hOQccSl9ZZs3LiR2tpaJkyYsN/NqvYa50qBAPIQd3N+v59gMEh5eXlcjUBPDQoC0quvIn34IVgshH/xC30m2EgidgJyJBLR0zIDKfcONqPcxJ27FqG0tramlDrVXFOys7NHfWZYOhgOqb3WyuByuQY/AFKb1j2CA0GHK6U4KqT15JNIu3cTOflkQjGjQFKB2WymoqKCG2+8kZUrV3LSSSdRXFzMzTffTENDA48//jgXX3zxsJ/zIWQgcdXX17Np0yamTZtGWVlZ8gf1Kqckvx91kNGEqqq0t7fT09ODyWSKIy1dhCEIGJ54AnHLFtS8PCLXXw8HgAgMBoM+iE9ztNDEHdpCYLfbsVgstLa26jWeTOupGgixqbRkoofEIZla/a7fvqUMRDKpvba49yW1j92QDEl0kiCHH2n0lVJMHCKZmFJM5v4x3BBffBFp0ybko44itHTpoJ5j586dnHPOOVxyySXcd999iKLIAw88wPbt20dtIOl/IjKOuAoLC5k9e3b/H3ovcYmBAEq6qRKixNTU1EQkEqGsrEyfpxUnwlBVjP/3f4jNzSjV1UR++tMh7VIDYZm9Tj/FdhMFWYMnlERHC43EWlpakGUZSZIoLi7OeDeLgTDQkEyj0Ug4HNanTR8spJUMsRuTvqT2kUhkeJz7Rzji6g+Jgp2+UooWi4W2trYRjaLF119H+vxzlIkTCb777qBqfnv27OGcc85h4cKFOmlpmDRp0jCe7SEkIuOIS8uD9we1qAgA0edDTXNstLaTM5lM1NbWEgwG9QhLE2EIfj/GBx5A6O5Gnj4d+bvfHdS11Dt9fLy7i9oCKwZJYGNTD4XZJuZPH54vo7YQGAwGvF6vbirqdDppa2sjKytLFz0c7EQWmzrt6urSJzx3dXXR09OTUc3AQ0Ey1WlbW5s+YLWtrW1oaswRqHENBn2lFDVxkkYCXq932FWK4rvvIr33HmplJYHPPhsUaTU0NDBv3jzOOussHnrooYypq/6nIOOIKxWoBQUAiKFQWnL42KnIJSUlwD6vQlmWozefw4HpoYcgFEI+6SSUIbg41zv9NLsCtPcEmT0mH4tBHNC7MF1o15Sfn09hYSGCIOgRSk9PT1wNJVNtmVKFqqo4nU6cTifV1dVkZWUljVBixR0HM2Fr1ysIAhMmTIhTKQ5Wai8cwIirP0iShNVqxeFwkJubi81mw+v1DphSTBfCZ58hvfEGFBYSWLsWBvFdaGlpYd68eZx00kn89a9/PURaBwAH5zuukU4gAKQ2CNLlctHY2KhLWzUYDAZEUaSuro6uNWsw3X8/hEJEzj9/SKQFMKYwC5NBjKa9jCJnH1HC3ImFwxYRuN1u/ZoS02Umk4nCwkJqamoYN26cPoKlrq6Ouro6HA4HgUDgoBlcp9V4urq6dNKCfRFKWVkZ48ePp6qqCoPBgMPhYNeuXTQ2NuJyuYbssDLaiJ0vV11djSRJuhKzurqaCRMmUFBQoCsqd+3aRWtrKx6Pp//vQ68cXs0ww+BYc+DS0lL9/+PGjaO2thaLxUJ3dze7du1i7969g7p/hS+/xLB4Mdjt+Neu1ftB00FbWxvz5s3juOOO4x//+MeIbIz+8pe/MGbMGCwWC7Nnz+azzz7r9/EvvPACU6ZMwWKxMG3aNF5//fW4v6uqyh133EF5eTlWq5VTTz2VHTt2DPt5jyYy6+4lxWGSvZJ1IRgEosTV165HE2FoRe1EJwxBEBg3bhyRTz4h6+WXUQWBvWedhVBVha13TtVgb87KPAtzxuXj8oepLczqt6crHaRrlJtoy5QoP9fSiZmaZlNVlZaWFgKBQL81nr7qYrEtBZlskqtB60kTBIGKioqk918qooekLiUZGHFppGW32ykuLo77XIZNpbhjB4ZnngGLJTqepLfckA4cDgfnnnsu06dP5/HHHx8R0nr++ee58cYbefjhh5k9ezYPPPAAZ5xxBtu2bYvbcGv4+OOPueSSS1i0aBHnnHMOzz77LAsWLGDt2rUcccQRAPzhD3/goYce4oknnmDs2LHcfvvtnHHGGWzevHlwytQMgKBm2JZb6wMZCCaLBXXaNDYdcwzjx49P6pKgiTDC4TDV1dX6Y+JEGIKA9PbbSG+/DUYjoWuvJZibS09PDx6Ph1AopKv2MqFWFGuUW1VVNSRLo1j5uTanKdNmUcmyTHNzM7Is65HHYKCZ5Pb09ODz+TAYDNjt9rjR75kAzdZosD1pqqrq7v1erxe/3x9H2JZ16zC+9BLh738ftXdhO5Doj7QGQixhezyevlOKjY0Y//KX6HiSjz+GqVPTPk+n08m8efMYN24czz///Iil22fPns0xxxzDn//8ZwA94r722mu59dZb93v8d77zHbxeL6+++qr+u+OOO44ZM2bw8MMPo6oqFRUV3HTTTdx8881ANFNTWlp6UMv1My7iShmCAIFAn7ZPsSKMMWPGJHXCEAQBw/PPI65bBzYb4RtuQLDZsMB+jcCxtSJtwRvtWtFwG+X2JT/PlJlbkUiExsZGJEkaEmlB/ya5kBmErXlKDsVANtG9P1FqX9TeThkQVBSMvRu3AwWNtHJycgalDE1FpZgTDFLy+OMgCATffHNQpOVyuZg/fz5VVVU899xzI/a9D4VCrFmzhttuu03/nSiKnHrqqaxevTrpMatXr+bGG2+M+90ZZ5zByy+/DEBdXR2tra2ceuqp+t9zc3OZPXs2q1evPkRcow5RhFAoKXElE2FAPGmhqhj/9jfE+nqU0lIi114LSaK2WDWbNsJDW9zNZnOcVVEybGvz8GVjN1Mrc5haFs2p7+n04Q3KTCzNxpTi5ONYo9xYS6rhQmyaTbNlivUWHG3C1jYeFotlSC7gyZBMuef1eg8oYWuL+HBLwBOl9vLevQA4XC68O3ceMFf7UChEfX39sPXgJUsp+lpbyf/730FRWHPXXQg5ORR1dFBQUJDytXZ3d/Ptb3+bwsJCFi9ePCKmzRocDgeyLFOaMGW5tLSUrVu3Jj2mtbU16eNbW1v1v2u/6+sxByMyjrhSvoElKSlxuVwu2tvbKSkpIa/XYQPim4qFUAjD//4vYlcX8uTJyJdfnpIkNlmtaKBRJbs7vLT0BDG1e5haZqMnEOHj3U4CYQWDKDC5bOAC8Wgb5SYuAoneghpha/L74T4fbSBiTk5O2umjdBHraBFL2KM5JDMYDNLQ0DDijdSiKOpRenlNDYHS0gPiaj/cpJUMUjBIwd//DpEIgcceo/TUU+no6GDr1q2EQiEKCwspKiqiuLi4TzLyeDxccMEFZGVl8fLLLx+09aCvIzKOuGDgYZJAtPM/HNaJS1OdaTOYYj3c4kjL5cL4wAMQCCAffzzy/PmDOsfY4ngyNwubzYbdbueICjsmo8jE4ihBmY0idrMBSZDJsQ789mtGuSnNWhohJPMWjHV5GM5akRYtHwhj4ETCDofDOmGP1JBMbVOSn59PQUHByF9vrzhDMBqTCllG2tV+VEg6FML4pz9BIEDof/8X9TvfoZCoucHkyZP1oafNzc1s3bpVr68VFRVht9sRBAGfz8dFF12EIAgsW7YsfU/IQaCoqAhJkmhra4v7fVtbW58uQmVlZf0+Xvu/NkUg9jEzkpiEHyzISOJKCSYTRCIIgqBLh8PhMGPGjIkTasSRVmMjxr/9DWSZyLnnop544rCcSqKbhbbYafWTw3Nt2EwyLl+Ihq4Ac8blk20yYDX1na5QVZWuri46Ozszyig3lrCHu1bU3d2tpz5Smi01wjAajftZbQ2n03ssSRf09iaOODRVYUJ9NDYlHqs8jbUVG2oNcFRIKxLBcP/94PEQ/vWvka+6Ku7PsZ/b2LFjCYVCOBwOOjo6qKur41e/+hUTJ06ko6ODUCjEihUrRu27ZzKZOOqoo1i5ciULFiwAouvXypUrueaaa5IeM2fOHFauXMn111+v/+6tt95izpw5AIwdO5aysjJWrlypE1V3dzeffvopP/3pT0fyckYUBy9xmc0IXi8AHR0dWK3WfkUY4ldfReWwQOSyy1APP3xETitR8KA5gje2tLGmTaErJFBTYGHetPI+nyPWRzGTjXKT1YpiB0fGKrwGqilobvZpj+kYJSRuThKvNd0hmVokXVJSMroknYJX4aCl9v1AI628vDyKBiFFTwmKguGhhxC6uoj8/OdEYkQOfcFkMlFRUUFFRQWyLHPzzTfzt7/9jY0bNyIIApdddhnnnnsu559//qhkPG688UZ+8IMfcPTRR3PsscfywAMP4PV6ueKKKwC47LLLqKysZNGiRQBcd911fOtb3+JPf/oT8+bN47nnnuOLL77g73//OxBdj66//np+97vfMXHiRF0OX1FRoZPjwYiMJK5UUoWq2Qxuty73raqq2ve3WBEGIL33XrRb3mCIjiSprByxc4+FVj+xWq183qbQFfEhCCqSHGRnb2E8UWavKArNzc3D40s3ikh0P9cGRzqdTlpbW/czyNWgqioOh0NP8WYqSceir2uNFbL0VxfTvCXLyspG34hVqwenSDjJBoJ6vd64GuBAvXFazXJESQswPPIIYlsb4UsuIfyHP6R9vCzLLF68mEAgQH19Pa2trbzyyis89thjHHfccaNCXN/5znfo6OjgjjvuoLW1lRkzZrB8+XJdXFFfXx8X8R5//PE8++yz/PrXv9ajxZdfflnv4QK45ZZb8Hq9XHXVVbhcLk488USWL19+UNfsMq6PC6LjDAZywxCmTkWqr6fu6qvJzs7WvxCxxwmCgLR4MeJnn0FWFuHrr4cDkIJSVZWlG9pweENMKs3mxPEFRMJhenp69uu16e7uxi9LjK0px2oa+Qm+o4HY+onf78disegiAJfLhdfrpbq6+qAh6f4Qqzz1+Xz71Yq6u7tpb28/YOlf8eWXMaxeTej22wflHBGLWKm91huX6BmpkZZmSTZSkB5/HGnLFiJnnEFoyZK0j49EIvzwhz9k69atrFq1Km4u3yFkHjIy4uoPqqqydetWxgI5qorFYtHJKo60VBXp//0/pJ07UQoLoyNJDtDCKAgCJ08ppNMTpjLfgigIuiWTJgJwuVx0dnbS7FXZ3SOx3d3CGYeXYD2Id0UaktVPtEmygC5wUQ9wX9FwIFF5GjsBGaL3aFFR0YEbMthHjWswGMjV3mq14vf7R560nn8eacsW5NmzB01aV199NZs2bTpEWgcJDiriikQibNiwAZ/Px+ElJbBnj26SG0dakQiGBx9E7OhAHjcO+corhzyqfKjIsRjJsSSPoEKhEC6Xi4KCAnwWCcXrwhuKsGdvPRZTcpn9wQpJkrDZbLjdbqxWK7m5ufh8vv0ED9nZ2V+La83JycFut+tTi202Gy6XC6fTmVYNcLggDCNxxSKx3qk1AYuiSGdnJ4FAQL/e4YysxVdfRVy7Fvmwwwi+/Xbax8uyzLXXXssXX3zBu+++2/cMwEPIKGQkcSVbsHw+H2vXrsVisXDcccch5uRAr0ehNsXYbDYjeDwY//d/wetFPuoo5IsuOgBXkDrcbjdtbW26ki5HVsi2GCnIMpFnlfqU2WeSTVE60ExhYy2NkokAUpl+fDAgtoZXU1ODxWLRbZl6enr0GuBo9VChKKgwooMkg8Eg7e3tFBUVUVBQsN8steGS2osrVyJ98AFqTQ3BTz5Je3OqKAo33HADH3zwAatWraJyFGrfTqeTa6+9lldeeQVRFDn//PN58MEH+0wbO51OfvOb37BixQrq6+spLi5mwYIF3H333XGinmTv4b/+9a+D1hljIGQkcSXC6XSybt06KioqmDx5crQ42Ztqsdls+P1+6uvrye7poXbJEohEiJx+OuoppxzgM+8b2oLmcrni+s5MksjEkn03cX8y+0ywKUoHwWCQxsbGpO4QiSKAZNOPtesdqtXVaEFVVdra2vB6vXFCm1hbJq2HSvNR1Bq8tWsd9gZvLeIaIQQCARoaGuIk/iMhtRc+/hhpxQooLiawZk3aRKwoCrfccgsrVqzg3Xffpba2Nu1rHQy++93v0tLSwltvvUU4HOaKK67gqquu4tlnn036+ObmZpqbm/njH//I1KlT2bt3Lz/5yU9obm7mxRdfjHvsP//5T86MmWgRa8DwdUNGijMikQhy7xessbGRLVu2MHnyZGpqaoDogiBdfTXGJ58kePfdCCYTbN6M8cknQVVpPOkkvJMm6Yq9TEuxaW7nfr9/UEa5sXLsnp6egyI68fv9cUX6dD6PRHHHwTBbTDND1j7jVM8ztsHb5/PFpeCysrKGfB9LTz6JuGkT4XvvHdLzJIP2Gafal5ZokptqW4Gwfj2Gf/0LcnLwb9oEafbAKYrCr3/9a1544QXeffddJk6cmNbxg8WWLVuYOnUqn3/+OUcffTQAy5cv5+yzz6axsZGKioqUnueFF17ge9/7Hl6vV9/ECYLASy+9dFBL3NNBRm5dNTn8tm3baGpqYtasWXpxV1VVZFlGsNujj/V6EdesQXr5ZRBFwldfTXFtLdkZmmLTjHJVVR20UW4yObY2OVZLO2WKmz0M3f0jdsceq2SLdbOw2+0jYj81GKiqSnNzM6FQiJqamrQ+474avFtaWlBVdegblBHap2qklc5nnIrUXiMxo9EY/Wy3bcPw3HNgteL/4ou0SUtVVe6++26ee+65USUtiBri5uXl6aQFcOqppyKKIp9++ikLFy5M6Xncbjc5OTn73Vc///nP+fGPf8y4ceP4yU9+whVXXJER34eRQEYSVzgcZu3atfh8Po477jhdgaWRlqIoCL1fDun11xE3bgSLhfAvfgGFhYgQVyjuK8U22gIAzSh3sCMrkiFZ2qmnpyfuy6+RWLLRLyMNt9tNe3s7ZWVl2Hs3G0NBrJItVrWnzRY70BsUrQ9PlmVqamqGtHFIFDwkS58m643rFyOQKhwMaSWiP1d7h8MRVWt2d1P8r3+B0RgdT5JmTUpVVX7/+9/z2GOP8c477zBlypRBnetg0draut9MLYPBQEFBQcqGtw6Hg7vvvpurEhxB7rrrLk4++WSysrJYsWIFP/vZz/B4PPziF78YtvPPJGQkcWmjO4477jj9C6kpB7WhkWpv/lbauBElN5fIDTdAkubVZE4WPT09ugBAW+hGuk6kedKNtHFsosw+1n9O65+y2+0jnmLTxs47nU4qKytHxOtNU+3l5OTst0FRVTVugzIaNUAtmgaoqqoa1mi3ryGZWl1M+2wHHJKpKNGRQMOE4SCtZEiU2vv37iXvuedQBYHV996LMRSiuK2NwsLClCJaVVW5//77+etf/8rKlSuZNm3asJ3rrbfeyr0DpF63bNky5Nfp7u5m3rx5TJ06ld/+9rdxf7v99tv1f8+cOROv18t99913iLhGE2PGjKGioiJKUKoaJ3cXRTGaSozZuQihENKTT6JOnYoya5Yu3EhEbIotVgDQ3t4eZ2Uz3HWinp4eWltbR90oN5mbvZZS1NzsRyLFFmtZVV1dPSod+n3NFnM4HPuJO0YifSrLMg0NDRgMBv3eHUkkEzzEGh8nNgLHnOiwncNIkVYiRLebvEcfBVUluGwZY2fNoqOjg127dvHll19SUFCgm+Qmc15RVZX/+7//4/7772fFihXDbi570003cfnll/f7mHHjxlFWVkZ7e3vc7yORCE6nc0AZfk9PD2eeeSZ2u52XXnppwAh79uzZ3H333bra+uuGjCQuQRB00tIaU4G4xUA5/3wCLheGN95AXLMGcfduhN27UV99Fcxm1LIylClTUI46KqlbRuL8qcQ60XAsdJlklNuXm72WYtPSiUNNsWnCk2AweMAsqxKjE82SaaRGlWgS/6EMgBwKBjI+jt2QGQZwpEkVmkFwcXHxyKrXtPaWcJjgU0+hnnwyeUQVcxMnTsTn89HR0UFbWxvbtm3DZrNRXFxMbm6u7rb/yCOP8Pvf/5433niDY445ZthPsbi4OKWm5Tlz5uByuVizZg1HHXUUAO+88w6KojB79uw+j+vu7uaMM87AbDazbNmylDaC69evJz8//2tJWpChqkJFUQiFQtHBd7KsR1n9IhJBXLoUw5IliJ9+itDaiqCq0Z4Vkwm1pARl0iSUo4+GAbr4tTpRT08PwWBQ/+Lb7faUSSw26qisrMxYD77YFJvH4wEGXwOUZZnm5mYURRn2VNlwIdGSaajSc23gZVZW1rAOgBwOxEaeHo+HcDjM+Ndew9Lejv/uuwfdVjBqpBUIYPzDH8DrJfR//4f8wx/2+/BwOKw7vT/xxBO88MILHHnkkaxevZqlS5dy2mmnjdy5poizzjqLtrY2Hn74YV0Of/TRR+ty+KamJk455RSefPJJjj32WLq7uzn99NPx+Xy89NJLcY4rxcXFSJLEK6+8QltbG8cddxwWi4W33nqLm2++mZtvvpk777zzQF3qiCIjiWvr1q3YbDZycnKQJGlwi4GiIK5YgeHf/0ZcvRqhsRFBa740GlGLilAmTowSWcJ00Fgkk2IPJHaQZZmWlhbC4TCVlZUZK9lOxFBk9pFIhMbGRgwGA+Xl5RlJWolIlJ5rrh6pRp5aX5rNZhuVAZ9DRSgUwvSXv2Bsb+eryy/X/THTqXlqpDXirvbhMIY//hHB5SJ8551Ebr45rcP9fj+LFi1iyZIlegR6xhlncNFFF/Gd73xnhE56YDidTq655pq4BuSHHnpIz8bs2bOHsWPHsmrVKubOncu7777LSSedlPS56urqGDNmDMuXL+e2225j586dqKrKhAkT+OlPf8qVV155UPR3DgYZSVw/+clPeOyxx/jWt77FggULOOecc4Y+v0dRED/8EOnZZ5E++gihvh6hd8SDKkmohYUo48dHiSzGaT4W2m69p6enz36icDhMU1MTkiRRUVFxUCzgyRDr7qDt1vuS2WtRh9VqpaysLOMX8GSITbElRp7JhDuaeexITy0ebhgefBChrQ3/XXfFkXZfE7xjMWqkpSgY7r8foaODyPXXE77nnrQOV1WVf//731x77bUsXryY008/nS+//JJly5YRCAT43e9+N0InfgijhYwkLlVV2blzJy+++CIvvfQS69at44QTTmDBggWcd955w5aSET//HOnZZxHfey9aIwuHo68viqj5+ajjxiHPmgVjxuxnJxMrdvB6vZhMJqxWKx6Ph6ysrANS6xhJaOlTj8dDIBDQI0+j0Uhra+tBt4D3h9jI0+PxEIlE4mqeGlGP6gDIYYLhf/8XweGII4PYIZne3hl3iaTt9Xppbm4elflhhj//GbGhgfD3v0/44YfTPn7JkiVcffXVPP/885xzzjkjcIaHcKCRkcQVC1VV2bt3L4sXL2bJkiV8+umnHHfcccyfP5/58+dTWVk5fIvlV19hfOYZxFWrELdvh2AQAVAFATUvD7W2FnnmTJg0KY7IZFnWpd9ARjbFDie0yNPlchEKhXTp8mjI7EcbWuSpWTIFg0EAfdz7geiNGwoMf/oTQlcX4T6ijmSkbbFY8Pv9lJSUjLgqVnr0UaTt24mccw6h559P+/hXXnmFH/7whzz99NMpN/QewsGHjCeuWKiqSlNTE0uWLGHx4sV8/PHHzJo1SyexMWPGDC9J7NoVJbIVKxC3bQOfTycy7HaU2lqU6dNxVVXR5nBQWlqK3W7XFzmv16sr9ux2e8ZZTw0F3d3dtLa2UlxcjCiK9PT0xKWcvo6krSn17HY74XA4brbYgP1TGQLDffchdHcTvvvuAR+rqqpuAm00GgmHwyNqtyX9619I69cjn3ACwRUr0j5++fLlfP/73+ef//wnF2W4ufYhDA0HFXHFQjMwfemll1i8eDHvvfce06ZNY/78+SxYsIAJEyYM/yLS0oLhqaeQli9H3LQJPJ4okQGqzYZaVYUybRrq9OlgMvVZN8nJyTng1lNDQVdXFw6HYz+Jf6zMPpa0h0Nmf6ChLeAVFRX6NceKO7xeb0p1ogMNwx/+gODxEL7rrgEfq1lNaelBLdL2er16eny4rld8+WWk1atRpk0j+PHHaTu9r1y5kksuuYRHHnmESy+9dFTe+3Sd3gHmzp3Le++9F/e7q6++modjUqL19fX89Kc/ZdWqVdhsNn7wgx+waNGig8ZcejRw0BJXLFRVpbOzk6VLl/Liiy/yzjvvMHnyZM477zwWLFjAYYcdNuw3sqIobPn4Y+yLFzP2q68wbdoEbrdOZGRno1RUoBxxBOqMGahms76oD1V2fqAQO6JjIIn/cMrsDzRcLhcdHR1UVFT0OQBS26RopA2Zeb2Ge+9F8PkIDyCT1kirtLSUnJyc/f4ea7fl9XrjGsDTdaERV6xAWrkSdcwYAhs2pO30/v7773PhhRfy0EMPcfnll4/ae33WWWfR0tLCI488okvbjznmmD6d3iFKXJMmTeKumI1DVlaW/h7LssyMGTMoKyvjvvvuo6Wlhcsuu4wrr7yS//mf/xnxazpY8LUgrlioqorL5WLZsmUsWbKEFStWUFtby/z581m4cCFHHHHEkCWioVCIDRs2oCgKM2bM2Nfk5/FEp7EuXYq0fj10du4jMqsVpbwc9bDDkI86Cr8g7Cc7t9vto2ZPlC5iR3RUV1enlSbqS2avWW1lsvJSGwCZjm1VrLWY5nqeKe79hkWLEIJBwgmWQbEYiLQSMViXdwDhww8xvPIKamkpgc2bIU2XlY8++ojzzz+f++67j6uuumrUSGuwTu9z585lxowZPPDAA0n//sYbb3DOOefQ3NxMaW+bzsMPP8wvf/lL3VT6EL6GxJWI7u5uXn31VZYsWcLy5cspLS3V04mzZs1KmyR8Ph/r1q3DZrNxxBFH9L8IBQJIS5YgLVmCuGYNQkfHvqboXncPefJkfNOm4eklsnA4POL2ROlCM44Nh8NUVVUNSZCQjsz+QCI2uqyqqhq0bVXi9YZCId0c1263j3r6x3jPPRCJEP7Nb5L+XavjlZeXD8oUWbtejcSCwaCuQE0ckimsXYvh+echLy86niTNZubPPvuM+fPn87vf/Y5rrrlmVKPaxx57jJtuuomuri79d5qQ5YUXXuhTGDJ37lw2bdqEqqqUlZVx7rnncvvtt+ubojvuuINly5axfv16/Zi6ujrGjRvH2rVrmTlz5ohe18GCr33SNCcnh0svvZRLL70Ur9fLG2+8weLFiznnnHPIz8/X04nHHnvsgIumy+Vi/fr1lJeXM2nSpIG/KBYL8qWXIl96afTnSARx2bJ97h719Rj37iVnxQpyTCbU4mLC48fjmjwZZyikW08dyEU91jh2qG7nkPlu9hBdfDs6OnSvxaHY5iS73lhz3ME0AQ8Jqtqnye5QSQvir7eoqEgfkql5gmp1sbyWFrKefx6ysqLjSdIkrbVr17Jw4ULuuOOOUSctGLzT+6WXXkptbS0VFRVs3LiRX/7yl2zbto0lS5boz1uaYIig/Zyqg/x/Ar72xBWL7OxsLrjgAi644AL8fj8rVqxg8eLFXHjhhVitVs4991wWLFjA8ccfv99OuK2tjU2bNjFhwgR9oGXaMBhQvv1tQt/+dvRnRUF8++1oenH1aoSGBsxNTZS8/z4lBgNKURG+6mo6x42jNTtbT7+M1k59JMawJCKZm32i4/loyuy1lKjP50s7JZoKkpnjJhofj6i4ow/i0kgrVnwyHDCZTJhMpjij58iOHWS9+CKKwcDmZ54hz2Qiv3fqQyrYuHEj5513Hrfccgs33njjsL5PI+30HjuOZNq0aZSXl3PKKaewa9cuxo8fP+jn/U/DfxRxxcJqteoy+lAoxNtvv83ixYv53ve+hyRJnHPOOSxcuJATTjiB//mf/yESiXD99denZKaZMkQR5fTTUU4/nTBEiezjj5GeeQbpo48Q9+7F3tqK/fPPUSWJSF4e3vJymseOhZqaEZ0CrNkZZWdnj5oHX19u9g6HY1R642INgqurq0c84uvL+Dh2pL1WBxy261VVSIiaR4q0EiFJErk+H8bFi0GSaF+6lFBpKZs2bUKWZQoLCykpKaGwsLDP937z5s2ce+65XHfdddx6663Dfh+MhtN7LDRz3Z07dzJ+/HjKysr47LPP4h7T1tYGkNbzft3xta9xpYtwOMx7772nu3YoikIkEuFXv/oVP/7xj0fdbVlYswbDM89E3T127Ypz9wjb7XhKSvBOnYph4kTsubnDQmKatY8WGRxoRVyigm0kZPZaHS8SiVBdXX1Aa22a2EFTKA6nmMX429+imkxEfvUrIDouo6WlZcRJC4DOToz33w+KQvCNN1BOPBGIXm93dzcdHR10dHTg9XrJz8+npKSE4uJivb64bds2zjrrLH74wx9yzz33HND7UhNnfPHFF7rT+4oVKzjzzDP7FWck4qOPPuLEE09kw4YNTJ8+XRdnaG0IAH//+9/5r//6L9rb27+2bu/p4hBx9QGPx8NFF13Eli1bOOmkk1ixYgUej4ezzz6bBQsWcMoppxwYx/fNmzE+/TTiO+/s5+4Rzs7GX1ZGZPp0jNOmYR7Eoq4pykbc+XuQ6M9TcLCy89g6XmVlZcYIRCC5w/tQxCzG3/wG1Wolcuuto0taHk/U6T0UIvivf6Gce26fD9VGlXR0dLB27Vr++te/8o1vfIM333yT73znO9x3330ZobxN1+l9165dPPvss5x99tkUFhayceNGbrjhBqqqqvTeLk0OX1FRwR/+8AdaW1v5/ve/z49//ONDcvgYHCKuPnDOOecQCAR48cUX9THxn3zyCYsXL+all17C4XBw5plnMn/+fM4444w++3tGHHV1GJ96CvGttxC3bt3n7gFEsrIIV1bCkUcizZiBMEDqS+tXOtCzw1LFcMjsZVnWU3OVlZUZsSD2B03M4vV6+zR67g/GO+5Atdlw/uQntLa2jg5p+f1R0vL5CD38MPL3v5/yoR0dHTz66KP8+9//Zvfu3VRWVuop/m9+85sHdJORrtN7Q0MD3/ve9/jqq6/0tpKFCxfy61//Oq7tYO/evfz0pz/l3XffJTs7mx/84Af8/ve/P9SAHINDxNUHdu3a1WdxXlEU1qxZo6cTm5qaOO2005g/fz5nnXVWSr0vI4aWFgxPP434xhuImzYhxLh7yFlZqL1Eph55JPRem6qqutdiOv1KmYTByOwjkQgNDQ2YTCYqKioOeEo0XUQikTjnjlTqgMbbb0e22dj27W+PzgYlHI6SVnc34UWLiKQ5Sr6hoYEzzjiDM888k/vvv59Vq1axdOlSPvroIzZs2HBoMf8PxSHiGiIURWHjxo28+OKLLFmyhN27d3PKKacwf/585s2bR15e3oFdEJ1OpGeeQVm6FONXXyH19OyzqbJaUSsrcdfU0FFTQ/nYsYPuV8o0JLrZxzbEGo1GXTF5oKYWDzeS1QE1EoutAxr++78J2Wz4rr125ElLUaKmvg4HkVtu6bN3rC+0tLRwxhln8M1vfpN/J5czfQAAKY5JREFU/OMfGZXCPYQDi0PENYxQVZXNmzfrkdjmzZuZO3euPlOssLDwgC+QSnc3occfR1q2DOumTRi7u/e5e1gsqOXlKIcdhnLUUXAQpAtTgdZLpM1RM5lM+qiSrwNpJSKZ3ZbmyFL54IMohYUoN900siehKNHxJE1NhH/0I8IPPZTW4W1tbZx11lkcffTRPPHEE4dI6xDicIi4RgiqqrJjxw6dxNavX8+JJ57I/Pnzh3Wm2GARDodZv349stfL2DVryHrtNXK3bcPscu0jMrMZtbQUZcqU6IDNEZ7DNBrQFJOSJBEOh7/2I2g0cUdnZyder5fDH3+ccEEB3VddNaJN7dI//oG0cyeRhQsJPf10Wsd2dHQwb948Dj/8cJ555plD6cBD2A+HiGsUoKoqe/bs0WeKffbZZ8yZM4fzzjtv+GeKpYBgMMjatWsxm80ceeSRSJKEqqrRxt/mZtSlSylauZKi7dsxORz7bKqMRtSSEpRJk1COOQYKC0ftnIcDfr+fpqYm8vPzKSgoQFGUEZfZZwLcbjft7e1UVFSQd889hIuK2Hv++XEDQRPtmIYC6emnkb78ksjcuYReey2tY51OJ2effTbjx4/n3//+96i4p6Tr8q6JLpLh3//+NxdeeCFA0vvnX//6FxdffPHwnfx/KA4R1yhDVVUaGxtZsmQJS5Ys0WeKLViwgPnz51NbWzuiC6bX62Xt2rXk5+czderUPlV0mkVPe2sr1g8+YNwnn5C/aRPGlhYERYkSmcGAWlSEMnFiNLVYXj5i5z1UaJFWUVFR0mGIIyGzzwRopKWJboy33YZaWUnkmmt0pxKPx4PP58NsNuskNtjoU1yyBMOnnyLPmEHwgw/SGk/icrk499xzKS8vZ/HixaPWs5Suy7ssy3R0dMT97u9//7vu5q4RniAI/POf/+TMM8/UH5eXl/e1qSMfSBwirgMIVVVpbW3VZ4q9//77TJs2TSex4Z4p5na7WbduHZWVlWk9t8/ni5JYezvdLhfVDQ2Mef99ctatQ9y7FyESiV6PJKEWFKCMGxdNLQ7WGmuYkThXaiD05e5+MLjZx0Jrb4hVihpvuw21uprIz34W99jE2WIGg0En7lSjT/GNN5DefRd1/HgC69enRVrd3d3Mnz+fvLw8li5dOmqL+2Bd3hMxc+ZMZs2axaOPPqr/ThAEXnrpJRYsWDASp/4fjUPElSHQ3Mi1mWKrVq1i8uTJes/KUGeKORwONm7cyPjx46mtrR308wQCAZ3EXC4XOTk51LS3U/7WW5g+/BBx926EUCh6TaKImpeHOm4c8owZMH582gMChwqtybasrGxQbQrJGoAzzb0/GZKRFoDx1ltRx4wh8pOf9Hlsf9FnX7O2xPffR3rtNdTy8uh4kjTSjh6Ph29/+9uYTCZeffXVUW3HGKzLeyzWrFnD0UcfzUcffcTxxx+v/14QBCoqKggGg4wbN46f/OQnXHHFFQdt9J5JOFT1zBAIgkBxcTE//vGP+dGPfkRXV5c+U+yPf/wjY8aM0cexpDtTrKWlhc2bNzN16lTKh5jOs1gs1NTUUFNTQygUor29nWaDga/OPRfbJZdQUlJCmctF7uLFiCtXIu7YgfDFF0hffIEqCKi5uai1tVEimzJlRIkstrYzWOm3IAhYrVasVivFxcX6yI6uri5aW1v3k9lnArQJ1X315KkDkK0mpbfZbHFN3m1tbUlnbQmff4702mtQUEBg7dq0SMvn83HhhRciiiLLli0b9R7Cwbq8x+LRRx/lsMMOiyMtgLvuuouTTz6ZrKwsVqxYwc9+9jM8Hg+/SLOX7RD2xyHiykAIgkBBQQGXX345l19+OW63W58pdsopp1BeXs55553HwoULmTlzZr8ktnfvXnbt2sWMGTMoHGYxhclkoqqqiqqqKsLhMB0dHbS3t1PX1YV13jxKrriC0tJSbJ2dGJ96CumttxC3bEHYsAFpwwZUQQC7HaW6GmX6dNQjjkh7+m1fGGjxHizMZjNms5nCwsI4mf0BGVGSBNp1V1VVJbckU9W0NguCIJCVlUVWVlZS4i5qbaXs9ddRs7MJrFkDaUS1fr+fiy++mHA4zPLly4e1r2ykXd41+P1+nn32WW6//fb9/hb7u5kzZ+L1ernvvvsOEdcw4FCq8CCDx+PRZ4q9/vrrFBQUcO6557Jw4UKOOeYYPXUlyzKbNm3C6XQyc+bMlGo7w4VIJILD4aC9vV13di8pKdFrTEJ7O4annkJavhzxq68gpikamw2lqgrliCPi3D1SRawLSJ+L9wgg1s0+VReL4caApAUYf/lLlClTkK+4YsivF9m6Fevjj6MYjbzz5z9jmDBBN8YdiISCwSCXXnopDoeDt956a9h9MTs6Oujs7Oz3MePGjePpp58eUqrwqaee4kc/+hFNTU0DTo547bXXdCu5Q2a5Q8Mh4jqI4fP59JliWm3gvPPOY968efzlL38B4MknnzxwPopEF/TOzk7a29vp6OhAkiSdxPLz86MLutOJ9K9/Ib36KtLGjRDbS5aVhVJRgXL44agzZ0I/RDRcU4uHitFws09EKqQFvcR1+OHIl102tBdsasL45z+DKOL/6CNCkybpxridnZ1YLBadxHJzc+OuORQKcdlll9HQ0MDbb7897JmAdDBUl/e5c+dSVFTEiy++OOBr3XPPPfzpT3/C6XQOy7n/J+MQcX1NEAgEWLlyJc899xyLFy8mJyeHs846i/PPP59vfOMbGVF/URSFrq4u2tra6OjoQFVVncQKCgr2pTw9HqR//xtp2TKktWuhs3NAdw9tAKRmXnqgUnWJGA2ZvdPppLOzM6UI0/jLX6JMm4b8ve8N/gVjx5OsWIEyZ07cnxM3K6IoEolEcLlcnH766fz85z9n27ZtvPPOO8M7326QSNflXcPOnTuZNGkSr7/+epzkHeCVV16hra2N4447DovFwltvvcXNN9/MzTffzJ133jmq1/d1xCHi+hrB4XAwb948rFYr119/PW+88QZLly4lHA5z7rnnMn/+fObOnZsRaQpVVXG5XLS1tdHe3o4syxQXF+uDBOPUeqFQtD9oyRLEL75AaG/f1xRtNqOWlOCuqqJz/HjKJk/OGNJKxEjI7NMhLeglrhkzkC+5ZDCXAG43xj/+EcJhgi+8gHLWWf0+XFEUXC4XL7/8MnfddRcejwej0ch9993HxRdffGANqXuRrsu7hl/96lc8/fTT7NmzZ7868/Lly7ntttvYuXMnqqoyYcIEfvrTn3LllVdm/ASCgwGHiOtrhF/+8pfs3r2bp59+WienSCTChx9+yIsvvsjLL7+cGTPFEqANEmxvb6etrY1QKERRURElJSUUFRXtb/kTiSC+/jqGF19E/OQThObm/d09Jk6M9pJlwI4+GYZDZq+RVnV1dWppUUXBdNttyLNmIX/nO+mftM8XdXr3+wn+v/+Hkgb5ybLMz3/+c9auXcupp57KypUr2b59O/PmzWPx4sWHJOKHkBYOEdfXCKFQCEmS+lz0ZFlm9erV+kwxp9PJGWecwYIFCzj99NMPaC1Mg6qqumtHW1sbfr+fgoICSktLKS4ujkt5yrLM+vXriYRCHON2Y168GOmjjxAaGhAUJfp8BgNqYeE+d48UG0pHG5par6enh2AwOKDMvrOzk66urvRqeaEQpttvRz72WOTzz0/vBEOhKGn19BD64x+Rf/rTlA9VFIXrr7+ed955h3fffZea3sb0HTt2sHHjRs5P91wO4T8eh4jrPxSKovDFF1/oJsDNzc2cdtppLFiwgDPPPDMjUjgQtajSSMzj8VBQUKALOzZv3owgCMyYMWO/qExcvRrpmWeQPvwQoa4u4909YpHoZp84LHJQpAXg82G6807k445DTqGxVkckEh1P4nQS/tWviPz3f6d8qKIo3HLLLbz22musWrWKcePGpf66h3AIfeAQcR0CiqKwYcMGncR2797Nqaeeqs8US1SFHSj4/X7a29tpbW2lu7sbg8HA2LFjKSsrG3ABF9avx/DMM4irViHu2rW/u8fYscgzZx4Qd4/+kCizlyQJRVEoKyvDbren97l0d2O65x7kE05APu+81I5RFAwPPojQ2krk6qsJ339/yi+nKAr//d//zeLFi1m1ahUTJ05M/VwP4RD6wSHiOoQ4qKrKpk2bdBLbsmULJ510EvPnz8+ImWKBQIC1a9ditVopLCyko6ODrq4u7HY7paWllJSUpNZwvHUrxmeeQXz7bcTt2yEQiCoXY909jjwSDjssY4iso6MDl8uFxWIhEAikL7N3OjHdey+Rb34TZd68lF7T8PDDiHV1RL7zHUKPPZbyuaqqyp133slTTz3FqlWrmDJlSsrHDgX33HMPr732GuvXr8dkMuFyuQY8RlVVfvOb3/CPf/wDl8vFCSecwN/+9rc4ok3XQf4QRhaHiOsQ+oSqqmzfvl0fx7Jhwwa+8Y1vMH/+fM4999xRnynm8/ninO211w6FQrprR2dnJ9nZ2ZSUlFBaWpq65HzvXgxPP420YgXi5s3g8+2T4Ofk7HP3OPxwOACtBQ6HA5fLRXV1NWazeXAy+/Z2TH/6E5G5cwdUAwJITzyBtHkzkVNPJbR0acrnqqoqixYt4u9//zvvvPMORxxxRMrHDhW/+c1vyMvLo7GxkUcffTQl4rr33ntZtGgRTzzxBGPHjuX222/nyy+/ZPPmzXokn66D/CGMLA4R1yGkBFVVqaur00ns888/Z86cOboJcEVFxYiSmMfjYe3atZSWljJp0qQ+XyscDse5dmiNsKWlpeml1traMDzzDNLrryNu2gSxk6KH6O6RDlRVpbOzM460kj2mL5m9NvkYgKYmTA89ROSUU1BOP73f15VeeAHpiy+Qjz6a4HvvpXW+f/rTn3jwwQdZuXIlM2bMSOdyhw2PP/44119//YDEpaoqFRUV3HTTTdx8881A1OOytLSUxx9/nIsvvnjYHOQPYfiQGTmQEcL777/Pueeeqy+qL7/8sv63cDjML3/5S6ZNm0Z2djYVFRVcdtllNDc3H7gTzmAIgsC4ceP4r//6Lz7++GN2797N+eefz7JlyzjssMM45ZRTePDBB9mzZw/DvRfq7u7miy++oKKiol/SAjAajZSXl3PkkUcyd+5cJkyYQCAQ4IsvvuDDDz9k27ZtuFyugc+xtJTIjTcSfPtt/C0t+JuaCP7xj8jf+hYYjYhbt2J88UWMt9+O8c47kf7xD4SPPwa/f9iuW3MC6Y+0YJ+fYGlpKePGjaOqqgqj0YjD4WDnzp00NTXhdrtRwuHoAQOZ7L72GuIXXyBPnkxw1aq0zvehhx7igQceYPny5QeMtNJBXV0dra2tnHrqqfrvcnNzmT17NqtXrwZg9erV5OXl6aQFcOqppyKKIp9++umon/MhfM1Ndr1eL0ceeSQ//OEP+fa3vx33Ny3tdPvtt3PkkUfS1dXFddddx3nnnccXX3xxgM744IAgCNTU1HD99ddz3XXX0dLSwksvvcSSJUu44447mD59uj5TbPz48UOKxFwuF+vWrWPs2LGMGTMmrWMlSaK0tJTS0lIURdHdHNavX48gCHoklpeXN3BTaF4e8k9/uk8G7vNF3T2WLkVauxZx506knTtRly6NunuUlUXdPY4+Wnf3SAex9lU1NTUpN1XHutkXFRURCoV0U9yevXsZB/hDIcRwOKnMXly1Cun991Grqgh+8knK9T1VVXnkkUe49957eeONNzjmmGPSudwDBs0BvrS0NO73paWl+t+Gw0H+EIYXX2viOuusszirj1x+bm4ub731Vtzv/vznP3PsscdSX1+v95ocQv/QZg79/Oc/52c/+xkOh0MnsbvvvpspU6boJDZlypS0SKyzs5MNGzYwadIkqqqqhnSeoihSXFxMcXGxbj3V3t7Ol19+iaqqca4dKTkbZGUhX3458uWXR38OhRBffhnD4sVRd4+9ezHs2YP6xhu6u4cyZUq0lyzJBOZYDJa0EiEIQpybvdwbDfojEdp2795PZi98+inS8uVQWBh1ek/xdVVV5Z///Ce//e1vee2115iTYAE1VKTq9D5aApBDOPD4WhNXunC73QiCMOxO1f8p0GaKXXXVVVx55ZV0dXWxdOlSlixZwh/+8AfGjRunj2M5/PDD+yUIjVSGY4ZYIkRRpLCwkMLCQqZMmYLb7aatrY2tW7cSiUTiXDtStmEymVAuuojQRRdFf45EEN94A8MLLyB++ilCYyOGhgbUt96KunsUF0eboo85Js7dQyOt7u7uIZFWMmhXUlBUhH3CBL0m1tHRQUFDAxVvvYVqt+NfswYhxShRVVWeeuopbrvtNpYtW8Y3vvGNYTtfDTfddBOXaxuEPjDY/rCysjIA2tra4u6ztrY2PdVZVlZGe3t73HGRSASn06kffwiji0PE1YtAIMAvf/lLLrnkkoxpvj2Yoc0Uu+KKK7jiiitwu9288sorLFmyhJNPPpny8nLmz5/PwoULmTFjRhyJNTQ0sGPHDqZNm7ZfimYkzjMvL4+8vDwmTZqkW0/t3LmTr776Siex4uLi/a2n+oPBgHLuuYTOPTf6s6JE03DPP6+7exiam+G99/a5e0yYQOf48XRbLCNiFCzIcvQfve4q2nUrW7difvttFLOZVQ8+iLJtG8VOJ6Wlpf328KmqyvPPP8/NN9/M4sWLOemkk4b1fDVokfJIQOsDjBWSdHd38+mnn/LT3rTwnDlzcLlcrFmzRneQf+edd1AUhdmzZ4/IeR1C//iPURUKgsBLL73EggUL9vtbOBzm/PPPp7GxkXffffcQcY0wPB4Pr7/+uj5TrLCwkPPOO48FCxbw/vvvs3jxYl577TWKiooO2DmqqorX69VNgL1eL4WFhTqJDQepiKtXIz37LNIHH+zv7pGfjzJ+PMqsWZBmba8vCOvWYXzuOcIXXxwdEQNQX4/xb38DScL/ySfIEyfidDp1Z3ctit7PwR9YsmQJV199Nf/+97+Zl2Jf2Eijvr4ep9PJsmXLuO+++/jggw8AmDBhgt5zNWXKFBYtWqTP2rr33nv5/e9/HyeH37hx435y+P4c5A9hdPEfH3GFw2Euuugi9u7dyzvvvHOItEYBNpuNiy66iIsuugifz8ebb77J4sWLOffcc1EUhQsvvJAtW7YwZ86c9KKcYYQgCHr9Z/z48fh8Ptra2mhsbGTLli3k5+frI1kG67avzJmDMmcOod5+Od/HHzNzwwbMH32EuHMnhk8/hU8/3efuMWYM8qxZg3f3iIm4AGhvx/jwwyAIBN96C6ZMQYK4WqDL5aK9vZ3NmzcjyzIrVqxgypQpZGVl8bOf/YxnnnkmY0gL4I477uCJJ57Qf57ZS9Cxzu7btm3D7Xbrj7nlllvwer1cddVVuFwuTjzxRJYvXx7nxvLMM89wzTXXcMopp8Q5yB/CgcF/dMSlkdaOHTtYtWpVRswG+k+EqqrccccdPPzww/z3f/83GzZsYNmyZRiNRs455xwWLlzIiSeemBEzxSCaVtb8E91uN7m5uTqJpeu2r6oq27Zto6Ojg6OOOire9WP7doxPPx1199i2Lam7hzJ9OurUqSkRmfDppxiXLCF82WWoFRUY//QniEQIvvwySowcvK/z7O7u5q677mLp0qW0t7cza9Ysrr32Ws455xzyBxCcfF2hqiqnnXYakiTx5ptvxv3tr3/9K7/61a/46quvhiwuOoR4fK2Jy+PxsHPnTiC687r//vs56aSTKCgooLy8nAsuuIC1a9fy6quvxslhCwoKMnam09cRL7/8Mtdccw1vvfUWhx12GBDdVKxatYoXX3yRpUuXIssy8+bNY+HChcyd+//bu/+gmPM/DuDPrSRdpbYo59cKEXJnClPmbqQuu/1cv246NEXXLUdG7hRHzu/LxODowh1xg3PjVOY4P5N0JIm9iJgiXX70e/sh1/76fP/ou3u20g+3P9r1eszszNk+7b43x9N+Pu99PSd3m9+fpqYmVFRUoKysDDU1NbCwsFCOnupo2v7roeXm5tZx6P39N0x+/hnGFy40T/d4+fLfD0VbWkI+aBDkLi5gxoxpc7oH69o19Dh5EpLPPoNJSgrwzz9oOngQ8lmzOv1609LSEBwcjDVr1kAsFiMlJQV37tzBrl27sGDBgk4/jiH5+++/4eLigi1btkAgEABo/nyYi4sLEhMTERISouMVGh6DDq7Lly+3ecE4NDQUa9euxZAhQ9r8vpaFcUSzGIZBeXl5q8/SKEilUmRmZio7xV6+fAk/Pz8EBQXB29u7axPSNUgikShDrLq6Gr169VKGmIWFhcomB4ZhUFBQgMrKys6FVlvKy5vHVJ05A6O7d1Wne7z33r/TPT78EDA1hdGVKzA5fRqMqSkgFkO8YwdkERGdfrorV65g5syZ2L17N0JDQ5Wvp7i4GCYmJu/0u4pDhw5h8eLFyMvLA4fDgZeXF6ytrZGcnKzrpRkkgw4uYnhkMhmuXbum7BSrqakBl8sFn8/HJ5980i06xYDmsH199JSpqakyxCwtLVFQUIDq6mq4urqqr8xTJILxsWMw/v13GP/1F1BT82+QmZuD6dkTRjU1YABIvv0W0ujoTj/01atXMWPGDGzduhURERHdoi2gu+Hz+aitrcX06dOxYcMG5Ofn0+UHDaHgInpLLpcjJydHOcn++fPn8PHxQVBQEHg8HiwtLXW9RADNYauY2lFRUaEcNzV69Gj07dtXcyHQ2Ng8c/DkSRjn5gKVlQAAaUQEJDt2dPphsrOzwefzsWnTJixatIhC6w3Ky8sxevRoVFdX48SJE23uYCbqQcFFDIJcLodQKFSGWHFxMby9vREYGNhtOsUUlTFVVVVgs9moqqpSbje3t7eHjY1N56Z2vC2xGCgsBEaN6vS33Lp1CwEBAYiNjUVUVJTWfoZdrSeRSCRYvXo1/vjjDzx69Ai9e/eGt7c34uLiVIbgcjgcPHnyROV7v/vuO6xYsUIt6169ejVSU1Nx9+5dtTweaRsFFzE4DMPg7t27yhB78OABJk+eDD6fD39/f7DZbK2HGMMwuHfvHkQiEVxdXWFmZqay3by8vBwymUwZYmw2u/NTOzQkLy8Pvr6+iI6ORkxMjFZ/Zl2tJ6mtrcXMmTMRERGhMntUJpOpzB7lcDgIDw9HxGvX9hRT9NVh7dq1SE1NhVAoVMvjkbZRcBGDpti5p6hjycvLw0cffQQ+n4+AgADNnqp7bQ35+fmora1VhlZbx9TW1ipDTCwWw87ODvb29rC1tdX659nu3bsHLpeLyMhIrFmzRmfvVjtbT9KWnJwcTJgwAU+ePFHOHuVwOFi6dCmWLl2q3oX+HwWXdhh0rYk+aq+KBWj+gzFy5Ei89957sLGxgbe3N1UrtIPFYmHkyJFYtWoVbt68iYKCAnC5XBw9ehTDhw8Hj8dDYmIinj59qvY6FkA1tNzc3N64A1IxesrJyQmTJk2Cm5sbzM3NUVRUhIyMDAiFQjx79gwSRTWJBhUUFMDPzw8CgUCnofVfvWn2aFxcHGxtbTFu3DjEx8dD+v+JJUR/UHB1M4oqloSEhDa/7uTkhN27d+POnTv4888/weFw4OPjg4qKCi2vVP+wWCwMHToU0dHRyMrKQlFREaZNm4bU1FQ4OzvD29sbO3fuxJMnT9QSYopTlnV1dXBzc+v0hA0WiwUrKysMGzYMHh4emDhxIqysrFBSUoKMjAzcunULpaWlEIvF/3mNLRUWFsLf3x8hISHYsGGD3obWm2aPLlmyBMeOHUN6ejoEAgE2b96M6C7sriTdA50q7Mbam6+oUFdXh969e+PixYvw8vLS3uIMCMMwePbsmbKOJTMz8z93isnlcuTn56O+vh6urq5vPRaqpcbGRuXpxLq6OlhbWyundvzXz7M9fvwYPB4PfD4fO3bsUPtGkbepJ3mbU4VdmT164MABCAQCNDQ0qO33iGgeBVc31lFwicVifP/999i4cSMKCwt1OpTWUCg+DJ2amork5GSkp6crO8X4fD5GjBjRYYjJ5XLcvXsXDQ0NcHNz09iUD8XoqfLycohEIlhZWSnLMbv62bCSkhJwuVxwuVz88MMPGtndWFFRgaqqqnaPcXR0VPl5dTW4FGPcHj16hEuXLsHW1rbd4/Pz8zFmzBgUFBRgxIgRnXoOonvv/JBdfXTq1CkEBwejsbER/fr1w4ULFyi01ITFYsHe3h4CgQBffPEFqqurW3WKKepYRo0a1eoveEVovXz5UqOhBQBmZmYYNGgQBg0aBLFYrAyxwsJCWFhYKN+JWXTQrfXs2TP4+/vDy8sLCQkJGtuSr8l6EqD17NGOQgsAhEIhjIyMNF6fQ9SLgksPeXp6QigUorKyEj/++CM+/fRTZGdn0x8+NWOxWLC1tcX8+fMxf/58iEQiZafY5MmT0b9/f+XpxA8//BASiQRr1qyBr68v3N3dtTpP0dTUFAMGDMCAAQMgkUhQWVmJsrIyPH78GL169VKGmKWlpco7xhcvXsDPzw/u7u7Yt2+fzrfgKyjqSUpKSiCTyZS79N5UTyKRSFRmj8pkMrx48QLAv7NHs7KykJ2dDU9PT1haWiIrKwtRUVGYO3fuOzskWF/RqcJurDPXuABg+PDhmD9/PlauXKmdhRHU19crO8XOnDkDW1tbWFtbo66uDhcuXFB7a/PbkkqlqKqqQllZmXL0VGlpKezs7DBmzBgEBATAxcUFhw8f1lmFTFvCwsJU6kkUXp8jymKxkJSUhLCwMBQXF3c4e/TWrVv48ssvUVBQgKamJgwZMgQhISFYtmwZXd/SMxRc3Vhng2vo0KEICQnB2rVrtbIuokokEmHq1KkoKipCjx49YGJigoCAAPD5fLi7u3ebdzEymQzV1dWIj4/HoUOHYGRkBDs7O+zZsweenp7dKrgIaQ/9n9rNvF7FAjTv9BIKhWCz2bC1tcWmTZsQGBiIfv36obKyEgkJCXj69ClmdaGagqiPWCxGaGgopFIpHj58CHNzc1y4cAHJyckIDg6GqakpAgICMG3aNEyaNEmnnWLGxsbo06cPvvnmG2RlZcHCwgJOTk6YO3cu5HI5Fi1aRP/4IXqB3nF1M+1VsezZswezZ89GdnY2KisrYWtri/Hjx2P16tUYP368DlZLmpqaEBsbi5UrV7a6TiIWi5Geno4TJ04gNTUVcrkc/v7+4PP5OusUq6urQ2BgINhsNlJTU2FmZgaZTIarV69CJBIhMDBQ62sipKsouAjRAqlUiitXrig7xV69egU/Pz8EBgZqrVOsoaEB06ZNg5mZGU6dOqW+OhVCtIyCixAtU7zDUXSK1dbWgsvlIigoCD4+PjA3N1f7czY2NmLGjBkAgNOnT3e4RZ6Q7oxGPhGiZcbGxvj444+xc+dOFBcX49y5cxg4cCBiY2PB4XAwZ84cHD9+HPX19Wp5vlevXiE4OBgSiQS///671kJr06ZN8PDwgLm5eat5gW8SFhYGFoulcuNyuSrHVFdXY86cObCysoK1tTXCw8PR0NCggVdAuit6x0VINyGXy3H79m389ttvSE5ORklJCby9vREUFARfX9+36hRramrC7NmzUVVVhfPnz3c6QNShq9UkQHNwlZWVISkpSXlfz549Va4f8ng8PH/+HHv37oVEIsG8efMwfvx4HD16VBMvg3RDFFyEdEOKAb3Hjx9HSkoKHj58CE9PT/D5fPj5+XWqU0wsFiMkJASlpaVIS0sDm83W0upVdWVsU1hYGEQiUatWBIX79+9j1KhRyMnJgZubGwDg7Nmz8PX1RWlpqUppJDFcdKqQqE1HlSyvW7BgAVgsFnZ0oUL+XcJiseDi4oL169cjLy8PQqEQkyZNwr59++Do6IjAwED89NNPKCsra3OSvUQiQXh4OIqLi3H+/HmdhdbbuHz5Mvr27YsRI0Zg4cKFKvMNs7KyYG1trQwtAPD29oaRkRHV+7xDKLiI2nRUyaKQkpKC69ev07+OO4nFYsHZ2RmxsbHIzc3F/fv34ePjgyNHjrTZKSaVSiEQCHD//n1cvHhRo/MB1Y3L5eLnn39GWloatmzZgoyMDPB4PMhkMgDNI6pajjYzMTEBm81Wjngiho8+gEzUhsfjgcfjtXvM06dPERkZiXPnzsHPz09LKzMcLBYLw4YNQ0xMDKKjo1FSUqJsd46JiYGbmxtkMhlqampw5coV2Nvbq/X536aapCuCg4OV/+3i4oKxY8di6NChuHz5MtX2ECUKLqI1crkcISEhWL58OUaPHq3r5eg9FouFwYMHY9myZYiKisKzZ89w+PBhbNu2DZmZmRp5R/vVV18hLCys3WMcHR3V9nyOjo6ws7NDYWEhvLy84ODggPLycpVjpFIpqqur4eDgoLbnJd0bBRfRmi1btsDExARLlizR9VIMDovFQv/+/RETE4OYmBiNPY+mq0laKi0tRVVVlXJosbu7O0QiEXJzc+Hq6goAuHTpEuRyOSZOnKi1dRHdomtcRCtyc3Oxc+dOHDx4UG/r4EnXlJSUQCgUqlSTCIVClc9cjRw5EikpKQCaJ3ssX74c169fR3FxMdLS0hAUFIRhw4Zh6tSpAABnZ2dwuVxERETgxo0buHr1KhYvXozg4GC6ZvouYQjRAABMSkqK8tfbt29nWCwWY2xsrLwBYIyMjJjBgwfrbJ1Ec0JDQxkArW7p6enKYwAwSUlJDMMwTGNjI+Pj48P06dOH6dGjBzN48GAmIiKCefHihcrjVlVVMZ999hljYWHBWFlZMfPmzWPq6+u1+MqIrtHnuIhGtKxkqaqqwvPnz1WOmTp1KkJCQjBv3jyqTSeEdBpd4yJq014ly6BBg1pVqffo0QMODg4UWoSQLqHgImpz8+ZNlUqWZcuWAWiuZDl48KCOVkUIMTR0qpAQQoheoV2Fek4mk8HDwwPTp09Xub+2thYDBw7EqlWrdLQyQgjRDAouPWdsbIyDBw/i7NmzOHLkiPL+yMhIsNlsfPvttzpcHTEEb1NP0rKaRHGLj49XHsPhcFp9PS4uTkOvghgSusZlAJycnBAXF4fIyEhMmTIFN27cwLFjx5CTk6OTenhiWMRiMWbNmgV3d3fs37+/U9/TcgfpmTNnEB4eriyzVFi/fj0iIiKUv7a0tPzvCyYGj4LLQERGRiIlJQUhISG4c+cO1qxZgw8++EDXyyIGYN26dQDQpQ02LccvnTx5Ep6enq3GQVlaWtKoJtJldKrQQLBYLCQmJiItLQ329vZYsWKFrpdECACgrKwMp0+fRnh4eKuvxcXFwdbWFuPGjUN8fDykUqkOVkj0DQWXATlw4ADMzc3x+PFjlJaW6no5eqWjLrHOVMqTth06dAiWlpatNhAtWbIEx44dQ3p6OgQCATZv3ozo6GgdrZLoEwouA3Ht2jVs374dp06dwoQJExAeHt5mwSBpW2e6xLhcLp4/f668/fLLL1pcoXqtWLHijRsoFLeCggK1PNeBAwcwZ84cmJmZqdy/bNkyTJ48GWPHjsWCBQuwbds27Nq1C01NTWp5XmK46BqXAWhsbERYWBgWLlwIT09PDBkyBC4uLtizZw8WLlyo6+Xphc50ifXs2dNgrsdoq54kMzMTDx48wK+//trhsRMnToRUKkVxcTFNUyHtouAyACtXrgTDMMqtxBwOB1u3bsXXX38NHo8HDoej2wUaCEWlvI2NDaZMmYKNGze2GmOlL7RVT7J//364urp2aqOQUCiEkZFRq4ZjQlqiU4V6LiMjAwkJCUhKSoK5ubnyfoFAAA8PDzplqCYdVcobsq7WkyjU1dXh+PHj+Pzzz1s9ZlZWFnbs2IG//voLjx49wpEjRxAVFYW5c+fCxsZG46+J6DkdTqYnpFtCi0qWthQVFTEAmIsXL2pnUTrU1XoShb179zK9evViRCJRq8fMzc1lJk6cyPTu3ZsxMzNjnJ2dmc2bNzP//POPhl8NMQQ0q5CQFlpWsrxJnz59sHHjRggEAu0sjBACgE4VEvJWWlbKE0K0hzZnEIL2u8TYbDbWrVuHGTNmwMHBAUVFRYiOjlaplCeEaA+dKiQEzTsGX+8SUwgNDUViYiL4fD5u374NkUiE999/Hz4+PtiwYQPs7e11sFpC3m0UXIQQQvQKXeMihBCiVyi4CCGE6BUKLkIIIXqFgosQQoheoeAihBCiVyi4CCGE6BUKLkIIIXqFgosQQoheoeAihBCiVyi4CCGE6BUKLkIIIXqFgosQQohe+R/vsXLPrJDloQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "name Car\n",
      "path kitti_single/2_0_Car.bin\n",
      "image_idx 000007\n",
      "gt_idx 0\n",
      "box3d_lidar [25.29903603  0.70895809 -1.49342334  1.66        3.2         1.61\n",
      " -1.59      ]\n",
      "num_points_in_gt 182\n",
      "difficulty 0\n",
      "bbox [564.62 174.59 616.43 224.74]\n",
      "score -1.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# for k, v in kitti_db.items():\n",
    "#     print(k,v)\n",
    "for idx, x in enumerate(kitti_db):\n",
    "    # print(x)\n",
    "    for k,v in x.items():\n",
    "        print(k,v)\n",
    "    # x = kitti_db[9]\n",
    "    root = \"dataset/kittimulobj\"\n",
    "    vis(join(root,x['path']),x['box3d_lidar'])\n",
    "    if idx == 2:\n",
    "        break\n",
    "    \n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "base_dataset kitti_dbinfos_object\n",
      "scene_radius 5.0\n",
      "total 10000\n",
      "num_batch 20\n",
      "batch_num_model length : \t\t\t 20\n",
      "batch_num_example length : \t\t\t 20\n",
      "list_example length : \t\t\t 10000\n"
     ]
    }
   ],
   "source": [
    "for k,v in dataset.items():\n",
    "    if isinstance(v,list):\n",
    "        print(k,'length : \\t\\t\\t', len(v))\n",
    "    else:\n",
    "        print(k,v)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "coor [[-2.  4.  0.]\n",
      " [ 2. -4.  0.]\n",
      " [-4.  0.  0.]\n",
      " [ 4.  2.  0.]\n",
      " [ 4.  0.  0.]]\n",
      "idx [  909 12636 17827  6532 13782]\n",
      "dr [[0 0]\n",
      " [0 0]\n",
      " [0 0]\n",
      " [0 0]\n",
      " [0 0]]\n"
     ]
    }
   ],
   "source": [
    "bs_idx = 10\n",
    "in_bs_idx= 0\n",
    "for k,v  in dataset['list_example'][bs_idx].items():\n",
    "    \n",
    "\n",
    "    # print(k[in_bs_idx],v[in_bs_idx])\n",
    "    print(k,v)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1550, 13)"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset[\"batch_num_example\"][bs_idx],dataset[\"batch_num_model\"][bs_idx]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "# from mpl_toolkits.mplot3d import Axes3D\n",
    "from mpl_toolkits.mplot3d.art3d import Poly3DCollection\n",
    "\n",
    "# 指定二进制文件的路径\n",
    "\n",
    "def vis(bin_path,box):\n",
    "    filename = bin_path\n",
    "\n",
    "    # 使用numpy加载二进制文件\n",
    "    data = np.fromfile(bin_path, dtype=np.float32).reshape(-1, 4)\n",
    "\n",
    "    # 提取点云数据\n",
    "    points = data[:, :3]\n",
    "\n",
    "    # 提取框架数据\n",
    "    # box = np.array([8.73138142, -1.85591745, -1.59969938, 0.48, 1.2, 1.89, 0.01])\n",
    "\n",
    "    # 创建3D图形\n",
    "    fig = plt.figure()\n",
    "    ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "    # 可视化点云\n",
    "    ax.scatter(points[:, 0], points[:, 1], points[:, 2], s=1)\n",
    "\n",
    "    # 可视化框架\n",
    "    x, y, z, w, l, h, yaw = box\n",
    "    \n",
    "#     x, y, z, w, l, h, yaw_deg = box\n",
    "#     yaw = np.deg2rad(yaw_deg)  # 转换为弧度\n",
    "\n",
    "    corners = np.array([[-w / 2, -l / 2, 0],\n",
    "                        [w / 2, -l / 2, 0],\n",
    "                        [w / 2, l / 2, 0],\n",
    "                        [-w / 2, l / 2, 0],\n",
    "                        [-w / 2, -l / 2, h],\n",
    "                        [w / 2, -l / 2, h],\n",
    "                        [w / 2, l / 2, h],\n",
    "                        [-w / 2, l / 2, h]])\n",
    "\n",
    "    # 旋转框架\n",
    "    rotation_matrix = np.array([[np.cos(yaw), -np.sin(yaw), 0],\n",
    "                            [np.sin(yaw), np.cos(yaw), 0],\n",
    "                            [0, 0, 1]])\n",
    "    rotated_corners = np.dot(corners, rotation_matrix.T) + np.array([x, y, z])\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "    # 定义框架的面\n",
    "    verts = [[rotated_corners[0], rotated_corners[1], rotated_corners[2], rotated_corners[3]],\n",
    "            [rotated_corners[4], rotated_corners[5], rotated_corners[6], rotated_corners[7]],\n",
    "            [rotated_corners[0], rotated_corners[1], rotated_corners[5], rotated_corners[4]],\n",
    "            [rotated_corners[2], rotated_corners[3], rotated_corners[7], rotated_corners[6]],\n",
    "            [rotated_corners[1], rotated_corners[2], rotated_corners[6], rotated_corners[5]],\n",
    "            [rotated_corners[4], rotated_corners[7], rotated_corners[3], rotated_corners[0]]]\n",
    "\n",
    "    ax.add_collection3d(Poly3DCollection(verts, facecolors='r', linewidths=1, edgecolors='r', alpha=.25))\n",
    "\n",
    "    ax.set_xlabel('X')\n",
    "    ax.set_ylabel('Y')\n",
    "    ax.set_zlabel('Z')\n",
    "\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "atlasnetV2",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
